Construction Year Estimation on YearGuessr 1.0 (test)

33.08MAEGemini1.5-pro

Evaluation results

Method
Gemini1.5-pro2025.12	33.08	74.09	28.18	63.5	83.27	93.14
Gemini2.0-flash2025.12	33.91	73.5	29.71	62.61	82.46	92.75
Grok22025.12	35.28	73.74	27.57	61.31	81.9	93.02
Gemma3-27B2025.12	36.48	70.83	25.58	58.46	—	92.53
Gemma3-12B2025.12	36.97	70.67	24.82	58.1	80.71	92.28
GLM-4v-9B2025.12	38.27	70.85	20.03	55.6	79.79	91.73
YearCLIP2025.12	39.38	68.67	18.5	54.17	79.52	91.85
NumCLIP2025.12	40.01	69.12	19.35	54.4	79.53	91.76
Qwen25VL-7B2025.12	40.06	70.21	19.88	53.86	77.42	91.1
Gemma3-4B2025.12	40.97	68.05	22.78	55.14	78.76	91.67
CogVLM2-19B2025.12	41.5	66.74	18.39	52.34	77.65	90.74
Qwen25VL-32B2025.12	41.66	67.02	20.31	52.97	77.05	90.91
GPT4o-mini2025.12	42.69	68.95	22.75	54.51	76.43	89.62
GeoCLIP2025.12	44.32	70.16	24.48	56.25	77.8	89.57
Claude3-haiku2025.12	47.88	62.03	16.13	47.42	73.21	88.47
LLaVA15-7B2025.12	51.05	59.48	13.46	44.4	72.09	87.5
LLaVA-v16-7B2025.12	52.01	60.32	13.68	42.48	71.39	88.14
Phi-4-MM-instruct2025.12	52.78	55.32	12.74	42.1	70.86	87.72
InternVL3-8B2025.12	54.24	60.24	16.2	46.26	73.39	89.6
InternVL3-9B2025.12	58.95	60.71	15.6	45.6	72.5	88.36
LLaVA15-13B2025.12	60.08	61.52	10.72	36.26	66.76	84.24
InternVL3-38B2025.12	61.79	68.47	20.37	53.06	77.4	90.19
InternVL3-14B2025.12	63.35	59.61	16.61	46.32	72.1	88.22
InternVL2-4B2025.12	67.15	55.46	12	37.76	66.91	85.88
InternVL2-26B2025.12	77.22	63.49	16.84	47.79	73.38	87.71
CLIP2025.12	78.23	55.43	12.78	36.81	58.05	78.55
Qwen25VL-3B2025.12	91.38	63.57	16.54	49.42	74.46	88.63
InternVL3-2B2025.12	101.1	52.98	10.98	35.39	64.72	83.7
MiniCPM-V2-6B2025.12	107.01	60.02	15.09	45.03	69.99	85.75
InternVL2-2B2025.12	145.68	48.75	9.73	31.92	58.97	79.28
LLaVA-v16-13B2025.12	169.21	58.06	12.34	39.83	65.82	81.69
InternVL2-8B2025.12	196.69	52.94	11.62	36.36	62.08	78.44