Geolocalization on MAPBench easy 1.0 (test)

44.98Acc@500mThinking with Map + Reinforcement Learning + Parallelx4 & Verifier

Evaluation results

Method
Thinking with Map + Reinforcement Learning + Parallelx4 & Verifier2026.01	44.98	55.02	80.27	82.27	85.79	91.3
Thinking with Map + Reinforcement Learning + Parallelx2 & Verifier2026.01	43.65	54.38	79.93	82.27	85.12	90.64
Thinking with Map + Reinforcement Learning2026.01	41.51	50.88	76.88	79.35	83.07	89.67
Thinking with Map2026.01	33.1	40.28	53.68	56.89	59.94	64.73
Gemini-3-Pro2026.01	20.86	48.28	74.31	80.69	86.9	93.79
Qwen3-VL-235B-A22B2026.01	9.35	34.06	86.14	88.48	90.82	93.66
GPT-52026.01	9.02	34.39	87.48	90.32	92.99	95.49
GPT-o32026.01	7.68	35.23	86.64	88.98	89.82	92.32
Qwen3-VL-30B-A3B2026.01	4.01	21.87	68.61	71.95	75.63	83.31
GeoVista-7B2026.01	0.33	4.17	28.21	39.39	47.74	51.08
GLOBE-7B2026.01	0.17	6.53	42.21	58.29	73.7	82.91