Datasets:

NoeFlandre
/

geoparser-benchmark-results

run stringclasses 7 values	corpus stringclasses 21 values	language stringclasses 15 values	documents int64 8 500	gold_toponyms int64 158 3.32k	pipeline stringclasses 10 values	recognizer stringclasses 2 values	resolver stringclasses 1 value	reranker float64	f1 float64 0 0.83 ⌀	accuracy_at_161km float64 0.31 0.91	auc float64 0.19 0.63	median_error_km float64 0.99 1.29k	mean_error_km float64 126 3.6k	elapsed_seconds float64 6.59 238	commit stringclasses 7 values	started_at stringdate 2026-09-23 05:30:22 2026-09-23 18:25:47
2026-09-23-ablation	geovirus	en	229	2,167	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.834333	0.300169	30.546784	262.733592	63.596465	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	geovirus	en	229	2,167	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.83341	0.300704	30.597258	269.470515	18.705953	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	geovirus	en	229	2,167	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.837563	0.297809	28.218862	257.019675	18.843472	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	geovirus	en	229	2,167	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.836641	0.298344	28.218862	263.756597	18.963979	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	geovirus	en	229	2,167	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.836179	0.299004	30.059438	263.434041	19.218122	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	geovirus	en	229	2,167	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.840794	0.295528	27.877051	244.765972	19.092689	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-de	de	48	558	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.639785	0.371063	35.859629	1,147.378485	16.668931	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-de	de	48	558	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.655914	0.364971	27.858518	1,160.008159	15.356033	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-de	de	48	558	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.645161	0.369254	28.299655	1,131.66029	16.857133	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-de	de	48	558	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.66129	0.363931	27.858518	1,159.989651	15.3245	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-de	de	48	558	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.641577	0.371166	35.859629	1,147.743385	16.895883	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-de	de	48	558	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.654122	0.36624	27.858518	1,136.16647	16.684153	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-en	en	38	158	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.620253	0.400185	40.170265	1,302.54597	8.764132	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-en	en	38	158	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.613924	0.406402	44.322279	1,390.679027	9.392483	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-en	en	38	158	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.639241	0.388549	31.820704	1,290.347159	8.766545	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-en	en	38	158	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.632911	0.394765	36.395049	1,378.480216	8.77993	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-en	en	38	158	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.620253	0.400635	40.170265	1,304.111135	8.800615	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-en	en	38	158	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.632911	0.394974	36.395049	1,387.605586	8.751511	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-fr	fr	43	800	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.76625	0.294048	5.955797	652.831578	38.185827	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-fr	fr	43	800	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.75875	0.300766	6.984016	694.253757	37.156751	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-fr	fr	43	800	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.7725	0.292025	5.955797	648.627472	38.176191	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-fr	fr	43	800	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.765	0.298553	6.365287	691.471793	37.101199	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-fr	fr	43	800	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.76875	0.291385	5.955797	647.608571	38.135545	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	hipe2020-fr	fr	43	800	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.78125	0.287907	5.774491	643.503656	38.56047	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-de	de	8	628	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.646497	0.320676	5.559754	705.220971	14.225632	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-de	de	8	628	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.643312	0.319499	5.559754	686.517227	13.288792	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-de	de	8	628	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.651274	0.317552	5.120721	685.739865	14.227164	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-de	de	8	628	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.649682	0.315452	4.489027	669.557522	13.397479	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-de	de	8	628	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.651274	0.318808	5.559754	689.566429	14.475069	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-de	de	8	628	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.664013	0.310333	3.220971	655.105796	14.211937	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fi	fi	18	214	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.313084	0.625266	1,288.402518	3,599.439042	10.709414	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fi	fi	18	214	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.38785	0.567763	768.750335	2,980.325293	8.397407	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fi	fi	18	214	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.345794	0.610813	1,114.481234	3,512.629471	11.072988	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fi	fi	18	214	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.457944	0.516657	299.707616	2,707.946292	8.439381	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fi	fi	18	214	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.341121	0.612252	1,087.712569	3,442.788522	10.737053	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fi	fi	18	214	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.359813	0.598619	1,011.852078	3,355.852003	10.768374	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fr	fr	33	665	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.685714	0.332146	17.509633	990.213682	31.220701	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fr	fr	33	665	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.669173	0.339422	22.572009	960.646759	30.488919	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fr	fr	33	665	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.705263	0.321246	10.178486	917.439353	31.284601	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fr	fr	33	665	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.688722	0.328545	16.932738	888.10657	30.379523	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fr	fr	33	665	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.700752	0.321852	10.178486	918.350054	31.178973	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-fr	fr	33	665	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.717293	0.316221	5.933878	914.165506	31.07588	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-sv	sv	18	265	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.554717	0.385567	107.333725	859.430675	9.434878	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-sv	sv	18	265	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.528302	0.398525	107.333725	983.082927	8.260385	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-sv	sv	18	265	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.645283	0.32298	2.620746	665.392425	9.440339	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-sv	sv	18	265	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.618868	0.335937	7.138641	789.044677	8.212893	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-sv	sv	18	265	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.607547	0.347489	15.420127	758.451503	9.344112	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newseye-sv	sv	18	265	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.675472	0.303786	1.478536	614.824797	9.320623	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ar	ar	500	3,319	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.852177	0.25058	1.653783	354.004114	34.281374	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ar	ar	500	3,319	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.849017	0.252248	1.781675	362.664049	29.810553	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ar	ar	500	3,319	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.859199	0.247832	1.465264	368.020876	34.145003	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ar	ar	500	3,319	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.856039	0.249431	1.530102	372.793733	29.848858	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ar	ar	500	3,319	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.856039	0.249096	1.535042	362.410055	34.48624	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ar	ar	500	3,319	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.862008	0.247204	1.465264	365.923038	34.460344	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-de	de	500	1,019	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.904433	0.192243	1.937382	141.090611	19.86917	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-de	de	500	1,019	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.904433	0.192668	1.989719	146.25162	19.541914	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-de	de	500	1,019	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.90936	0.188225	1.7031	138.815007	19.476948	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-de	de	500	1,019	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.90936	0.18865	1.713323	143.976016	19.242729	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-de	de	500	1,019	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.906404	0.189734	1.860573	139.881079	19.606872	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-de	de	500	1,019	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.910345	0.186777	1.7031	130.339397	19.384622	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-es	es	500	1,270	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.801917	0.296316	10.178486	493.631081	53.76345	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-es	es	500	1,270	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.800319	0.296863	10.178486	487.686753	52.659921	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-es	es	500	1,270	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.821885	0.282574	10.178486	405.56578	53.482095	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-es	es	500	1,270	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.820288	0.283195	10.178486	402.992029	52.939734	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-es	es	500	1,270	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.8123	0.290175	10.178486	455.981466	53.285923	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-es	es	500	1,270	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.830671	0.276885	10.178486	370.847512	53.211936	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-fa	fa	71	326	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.731844	0.375955	75.074639	488.144156	7.325251	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-fa	fa	71	326	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.709497	0.388594	86.414373	613.411933	6.682281	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-fa	fa	71	326	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.731844	0.375955	75.074639	488.144156	7.311436	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-fa	fa	71	326	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.709497	0.387311	86.414373	562.873613	6.588103	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-fa	fa	71	326	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.731844	0.375955	75.074639	488.144156	7.380874	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-fa	fa	71	326	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.73743	0.37456	75.074639	484.488136	7.429977	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ja	ja	500	1,577	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.846859	0.226475	2.25329	248.854221	17.90249	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ja	ja	500	1,577	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.846204	0.226399	2.251868	251.16654	17.278807	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ja	ja	500	1,577	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.849476	0.224795	2.219161	244.922184	17.967578	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ja	ja	500	1,577	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.848822	0.22472	2.190719	247.234503	17.017698	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ja	ja	500	1,577	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.846859	0.226298	2.25329	249.274032	17.978081	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ja	ja	500	1,577	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.850785	0.223808	2.158474	246.269734	17.960389	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-pl	pl	186	196	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.647959	0.322314	8.700722	700.329679	13.440434	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-pl	pl	186	196	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.647959	0.324872	3.617458	860.841002	10.626887	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-pl	pl	186	196	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.673469	0.305246	3.448765	685.336605	13.332721	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-pl	pl	186	196	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.673469	0.308824	2.942563	809.825129	10.657758	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-pl	pl	186	196	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.668367	0.309892	5.766304	686.361606	13.532831	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-pl	pl	186	196	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.678571	0.303886	3.198629	745.463389	13.548655	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ro	ro	226	385	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.81039	0.278434	5.031677	488.383337	14.493774	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ro	ro	226	385	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.81039	0.281776	5.031677	579.787094	13.485391	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ro	ro	226	385	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.825974	0.269738	5.031677	459.962814	14.406814	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ro	ro	226	385	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.825974	0.273081	5.031677	551.366571	13.474035	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ro	ro	226	385	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.818182	0.276008	5.031677	472.544411	14.612578	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ro	ro	226	385	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.828571	0.268441	5.031677	458.110778	14.408324	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-sr	sr	500	985	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.853807	0.301949	16.932738	422.189425	32.582682	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-sr	sr	500	985	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.829442	0.312644	21.401971	589.062194	20.615231	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-sr	sr	500	985	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.857868	0.299205	15.493389	404.761654	32.649272	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-sr	sr	500	985	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.832487	0.310514	20.651929	573.739431	20.678667	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-sr	sr	500	985	population-0.05	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.857868	0.298927	15.493389	398.926534	32.644194	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-sr	sr	500	985	population-0.2	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.857868	0.299217	15.493389	402.219648	32.688738	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ta	ta	500	1,578	hybrid	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.507375	0.514689	149.788547	2,330.704855	16.857487	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ta	ta	500	1,578	trim	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.512291	0.508287	143.031997	2,230.446845	16.688331	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ta	ta	500	1,578	population	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.508358	0.513833	149.788547	2,308.460499	16.943935	b807fbd	2026-09-23T17:18:34+00:00
2026-09-23-ablation	newsli-ta	ta	500	1,578	prior	null	dguzh/geo-all-MiniLM-L6-v2	null	null	0.512291	0.508452	143.031997	2,231.521015	16.598495	b807fbd	2026-09-23T17:18:34+00:00

End of preview. Expand in Data Studio

Geoparser benchmark results

Geoparsing pipelines from geoparser scored on English and multilingual corpora, run on Grid'5000 (one Tesla T4).

Benchmarks

Benchmark	Languages	Docs	Toponyms	Source
GeoVirus	en	229	2167	WikiNews articles on epidemics (Gritta et al., 2018).
HIPE-2020	de, en, fr	129	1516	Historical Swiss, Luxembourgish and American newspapers, OCR.
NewsEye	de, fi, fr, sv	77	1772	Historical European newspapers, OCR (HIPE-2022).
TopRes19th	en	110	880	19th-century British newspapers, OCR (HIPE-2022).
NewsLi	ar, de, es, fa, ja, pl, ro, sr, ta, tr, uk	4147	12491	Wikinews linked to GeoNames (UniTopRank, Hu et al., 2026); first 500 articles per language.

PAN-X / WikiANN recognition

A new PAN-X test-split comparison is in progress. The 85-language target list intersects the pinned WikiANN test split in 82 languages; ha, xh, and zu have no test configurations. The archived run has the English-only spaCy control and 39 complete GLiNER language checkpoints. XLM-R inference has not started. This is an incomplete run, and its partial scores are not a final three-model comparison. No model was trained or fine-tuned.

The immutable snapshot, per-model coverage (including unrun and unsupported language status), sample hashes, metrics, environment and sanitized attempt evidence are recorded at runs/2026-10-01-panx-335eae9d25892ad70be42dac8855af8cf9e4fc23091658599e6527a26ecf3c1d/README.md. Raw sentence text and model weights are not included.

Pipelines

Pipeline	Recognition	Resolution	Notes
upstream	spaCy `en_core_web_sm`	MiniLM `dguzh/geo-all-MiniLM-L6-v2`	The original geoparser pipeline.
swapped	GLiNER2 `fastino/gliner2.5-multi-v1`	Jina embeddings v5 + Jina reranker v3.5	Historical, GeoVirus only (`runs/*/baseline-jina/`).
hybrid	GLiNER2 `fastino/gliner2.5-multi-v1`	MiniLM `dguzh/geo-all-MiniLM-L6-v2`	Multilingual recognition, upstream resolution.
prior	GLiNER2 `fastino/gliner2.5-multi-v1`	MiniLM + inflection fallback + population prior	hybrid, with exact-match misses retried with the ending trimmed and a small log-population prior; no extra model.

All resolve against GeoNames.

Results

Latest run per corpus and pipeline. Resolution is the share of gold toponyms placed within 161 km, scored on the gold spans so the resolvers see the same toponyms. Recognition is exact-match F1. AUC summarises the whole log-scaled error curve, lower being better. Bold is best on a corpus, underlined second.

Resolution: Acc@161km

Corpus	Lang	upstream	hybrid	prior
geovirus	en	0.834	0.834	0.837
hipe2020-de	de	0.640	0.640	0.661
hipe2020-fr	fr	0.766	0.766	0.765
hipe2020-en	en	0.620	0.620	0.633
newseye-de	de	0.646	0.646	0.650
newseye-fr	fr	0.686	0.686	0.689
newseye-fi	fi	0.313	0.313	0.458
newseye-sv	sv	0.555	0.555	0.619
topres19th-en	en	0.724	0.724	0.719
newsli-ar	ar	0.852	0.852	0.856
newsli-de	de	0.904	0.904	0.909
newsli-es	es	0.802	0.802	0.820
newsli-fa	fa	0.732	0.732	0.709
newsli-ja	ja	0.847	0.847	0.849
newsli-pl	pl	0.648	0.648	0.673
newsli-ro	ro	0.810	0.810	0.826
newsli-sr	sr	0.854	0.854	0.832
newsli-ta	ta	0.507	0.507	0.512
newsli-tr	tr	0.709	0.709	0.776
newsli-uk	uk	0.643	0.643	0.589

Resolution: AUC (lower is better)

Corpus	Lang	upstream	hybrid	prior
geovirus	en	0.300	0.300	0.298
hipe2020-de	de	0.371	0.371	0.364
hipe2020-fr	fr	0.294	0.294	0.299
hipe2020-en	en	0.400	0.400	0.395
newseye-de	de	0.321	0.321	0.315
newseye-fr	fr	0.332	0.332	0.329
newseye-fi	fi	0.625	0.625	0.517
newseye-sv	sv	0.386	0.386	0.336
topres19th-en	en	0.303	0.303	0.305
newsli-ar	ar	0.251	0.251	0.249
newsli-de	de	0.192	0.192	0.189
newsli-es	es	0.296	0.296	0.283
newsli-fa	fa	0.376	0.376	0.387
newsli-ja	ja	0.226	0.226	0.225
newsli-pl	pl	0.322	0.322	0.309
newsli-ro	ro	0.278	0.278	0.273
newsli-sr	sr	0.302	0.302	0.311
newsli-ta	ta	0.515	0.515	0.508
newsli-tr	tr	0.364	0.364	0.323
newsli-uk	uk	0.360	0.360	0.393

Recognition: F1

Corpus	Lang	upstream	hybrid	prior
geovirus	en	0.810	0.829	0.829
hipe2020-de	de	0.247	0.599	0.599
hipe2020-fr	fr	0.198	0.695	0.695
hipe2020-en	en	0.497	0.632	0.632
newseye-de	de	0.105	0.283	0.283
newseye-fr	fr	0.183	0.467	0.467
newseye-fi	fi	0.036	0.463	0.463
newseye-sv	sv	0.197	0.520	0.520
topres19th-en	en	0.492	0.624	0.624
newsli-ar	ar	0.005	0.358	0.358
newsli-de	de	0.133	0.406	0.406
newsli-es	es	0.162	0.330	0.330
newsli-fa	fa	0.015	0.321	0.321
newsli-ja	ja	0.000	0.081	0.081
newsli-pl	pl	0.057	0.132	0.132
newsli-ro	ro	0.128	0.352	0.352
newsli-sr	sr	0.023	0.309	0.309
newsli-ta	ta	0.010	0.016	0.016
newsli-tr	tr	0.121	0.328	0.328
newsli-uk	uk	0.055	0.160	0.160

Ablation

hybrid with one change at a time, recognition held fixed. Means are over the 20 corpora every variant ran on; the last column counts corpora where Acc@161km beats / trails hybrid.

Variant	Trimming	Prior weight	Mean Acc@161km	Mean AUC	Better / worse
hybrid	off	0	0.705	0.341	0 / 0
trim	on	0	0.702	0.342	4 / 13
population	off	0.1	0.720	0.332	18 / 0
prior	on	0.1	0.719	0.330	15 / 5
population-0.05	off	0.05	0.713	0.335	15 / 1
population-0.2	off	0.2	0.727	0.327	20 / 0
population-0.3	off	0.3	0.730	0.326	20 / 0
population-0.5	off	0.5	0.731	0.326	19 / 1
population-1.0	off	1	0.731	0.328	19 / 1

Files

results.csv (the viewer) has the historical corpus runs with AUC, errors and runtime; runs/ holds reports, checkpoints and job logs. PAN-X recognition checkpoints are archived under their immutable run path and are not added to the historical corpus table.

Licence

CC-BY-NC-SA 4.0, following HIPE-2022 (Ehrmann et al.).

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