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ResearchFormerly WizWand

Remote Sensing Visual Question Answering on XLRS-Bench

0.542Average ScoreGeoEyes

Evaluation results

Method	Links
GeoEyes2026.02		0.542	0.383	0.4	0.24	0.735	0.595	0.661	0.683	0.322	0.77	0.8	0.56	40	0.5
Intern-S1-mini2026.02		0.516	—	—	—	—	—	—	—	—	—	—	—	—	—
GeoLLaVA-8K2026.02		0.515	0.267	0.38	0.49	0.69	0.416	0.316	0.65	0.35	0.67	0.78	0.66	50	0.52
Qwen3-VL-235B-A22B2026.02		0.511	0.617	0.825	0.386	0.367	0.44	0.39	0.389	0.49	0.73	0.82	0.378	33.3	0.48
Qwen2.5-VL-72B2026.02		0.502	0.333	0.47	0.39	0.8	0.453	0.421	0.65	0.34	0.71	0.74	0.37	43.3	0.42
Qwen3-VL-8B2026.02		0.5	0.217	0.5	0.26	0.815	0.466	0.431	0.667	0.304	0.74	0.79	0.37	43.3	0.51
DeepEyes2026.02		0.5	0.317	0.41	0.33	0.75	0.416	0.381	0.683	0.314	0.7	0.78	0.46	50	0.46
InternVL3-78B2026.02		0.492	0.233	0.49	0.33	0.74	0.425	0.374	0.667	0.3	0.76	0.81	0.4	45	0.42
GPT-5.22026.02		0.475	0.3	0.37	0.17	0.705	0.43	0.414	0.683	0.34	0.74	0.76	0.52	36.7	0.38
Qwen2.5-VL-7B2026.02		0.474	0.333	0.4	0.31	0.77	0.406	0.405	0.667	0.362	0.68	0.72	0.27	38.3	0.45
InternVL2.5-8B2026.02		0.462	0.383	0.37	0.1	0.77	0.334	0.355	0.65	0.216	0.73	0.83	0.34	50	0.43
Qwen2-VL-7B2026.02		0.458	0.267	0.4	0.11	0.73	0.359	0.346	0.617	0.318	0.7	0.81	0.35	46.7	0.48
InternVL3-8B2026.02		0.456	0.4	0.39	0.1	0.715	0.445	0.308	0.65	0.252	0.77	0.82	0.36	21.7	0.5
Gemini 2.5 Pro2026.02		0.452	—	—	—	—	—	—	—	—	—	—	—	—	—
Claude 3.7 Sonnet2026.02		0.405	0.276	0.227	0.174	0.684	0.305	0.299	0.636	0.276	0.648	0.784	0.345	27.8	0.326
ZoomEarth2026.02		0.402	—	—	—	—	—	—	—	—	—	—	—	—	—
GeoChat2026.02		0.229	0.167	0.29	0.02	0.23	0.211	0.168	0.35	0.242	0.33	0.43	0.1	—	0.21