Date Estimation on YearGuessr (test)
33.08MAEGemini1.5-pro
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Gemini1.5-proMethod category=Closed VLMs2025.12 | 33.08 | 28.18 | 93.14 | 26.76 | 43.36 | 16.6 | |
| Gemini2.0-flashMethod category=Closed VLMs2025.12 | 33.91 | 29.71 | 92.75 | 24.23 | 58.41 | 34.18 | |
| Grok2Method category=Closed VLMs2025.12 | 35.28 | 27.57 | 93.02 | 25.77 | 42.48 | 16.71 | |
| Gemma3-27BMethod category=OpenVLM2025.12 | 36.48 | 25.58 | 92.53 | 24.37 | 41.59 | 17.22 | |
| GLM-4v-9BMethod category=OpenVLM2025.12 | 38.13 | 19.96 | 91.81 | 18.5 | 25.37 | 6.87 | |
| YearCLIPMethod category=CLIP-based2025.12 | 39.52 | 18.93 | 91.63 | 20.19 | 12.39 | -7.8 | |
| NumCLIPMethod category=CLIP-based2025.12 | 40.01 | 18.15 | 91.76 | 21.69 | 11.8 | -9.89 | |
| Qwen25VL-32BMethod category=OpenVLM2025.12 | 41.53 | 20.37 | 90.95 | 16.85 | 34.22 | 17.36 | |
| CogVLM2-19BMethod category=OpenVLM2025.12 | 42.5 | 18.63 | 90.57 | 18.31 | 23.01 | 4.7 | |
| GPT4o-miniMethod category=Closed VLMs2025.12 | 42.69 | 22.75 | 89.62 | 19.01 | 48.67 | 29.66 | |
| ConvNeXt-BMethod category=CNN2025.12 | 44.42 | 14.01 | 90.72 | 16.57 | 12.68 | -3.89 | |
| GeoCLIPMethod category=CLIP-based2025.12 | 45.69 | 23.79 | 89.54 | 24.37 | 19.17 | -5.19 | |
| Swin-BMethod category=Transformer2025.12 | 47.65 | 12.65 | 89.95 | 15.92 | 9.14 | -6.77 | |
| Claude3-haikuMethod category=Closed VLMs2025.12 | 47.88 | 16.13 | 88.47 | 18.45 | 32.74 | 14.29 | |
| ViT-B/16Method category=Transformer2025.12 | 49.16 | 12.5 | 89.52 | 15.82 | 6.78 | -9.04 | |
| Phi-4-MM-instructMethod category=OpenVLM2025.12 | 52.78 | 12.74 | 87.72 | 12.39 | 19.47 | 7.08 | |
| ResNet-50Method category=CNN2025.12 | 54.14 | 10.44 | 88.68 | 12.39 | 9.14 | -3.25 | |
| LLaVA15-13BMethod category=OpenVLM2025.12 | 60.26 | 10.74 | 84.21 | 7.75 | 16.81 | 9.06 | |
| InternVL3-38BMethod category=OpenVLM2025.12 | 63.18 | 20.29 | 90.32 | 17.09 | 28.32 | 11.23 | |
| CLIP (zero-shot)Method category=CLIP-based, Zero-shot=true2025.12 | 78.23 | 12.78 | 78.55 | 13.52 | 7.96 | -5.56 | |
| MiniCPM-V2-6BMethod category=OpenVLM2025.12 | 106.41 | 15.08 | 85.52 | 14.46 | 25.07 | 10.61 | |
| InternVL2-26BMethod category=OpenVLM2025.12 | 129.39 | 16.75 | 85.83 | 14.13 | 26.25 | 12.12 | |
| LLaVA-v16-13BMethod category=OpenVLM2025.12 | 194.07 | 12.13 | 80.38 | 12.82 | 15.04 | 3.99 |