Facial Understanding on FaceFocalDesc
89.87Classification ScoreFocal-RegionFace
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Focal-RegionFaceEvaluator=Deepseek-Janus-Pro, Opponent=Deepseek-Janus-Pro2026.01 | 89.87 | 89.96 | 89.99 | 89.38 | 88.48 | 100 | |
| Focal-RegionFaceEvaluator=Deepseek-Janus-Pro, Opponent=Llama3.2-Vision2026.01 | 89.61 | 89.87 | 89.89 | 88.14 | 87.66 | 100 | |
| Focal-RegionFaceEvaluator=Deepseek-Janus-Pro, Opponent=Qwen2.5-VL2026.01 | 89.55 | 89.54 | 89.51 | 88.33 | 87.37 | 100 | |
| Focal-RegionFaceEvaluator=Llama3.2-Vision, Opponent=Deepseek-Janus-Pro2026.01 | 83.48 | 80.25 | 75.38 | 83.91 | 80.42 | 92.03 | |
| Focal-RegionFaceEvaluator=Llama3.2-Vision, Opponent=Llama3.2-Vision2026.01 | 82.77 | 87.42 | 79.03 | 86.69 | 81.29 | 86.13 | |
| Focal-RegionFaceEvaluator=Llama3.2-Vision, Opponent=Qwen2.5-VL2026.01 | 80.29 | 82.72 | 73.29 | 82.38 | 76.12 | 84.54 | |
| Focal-RegionFaceEvaluator=Qwen2.5-VL, Opponent=Deepseek-Janus-Pro2026.01 | 78.34 | 85.14 | 92.78 | 83.5 | 98.13 | 85.01 | |
| Focal-RegionFaceEvaluator=Qwen2.5-VL, Opponent=Llama3.2-Vision2026.01 | 77.06 | 83.98 | 89.4 | 84.26 | 94.82 | 77.95 | |
| Qwen2.5-VLEvaluator=Deepseek-Janus-Pro, Opponent=Focal-RegionFace2026.01 | 76.3 | 78.05 | 79.71 | 78.42 | 75.4 | 0 | |
| Focal-RegionFaceEvaluator=Qwen2.5-VL, Opponent=Qwen2.5-VL2026.01 | 75.08 | 81.32 | 89.67 | 81.63 | 91.04 | 35.32 | |
| Deepseek-Janus-ProEvaluator=Deepseek-Janus-Pro, Opponent=Focal-RegionFace2026.01 | 70.81 | 71.96 | 73.79 | 72.88 | 71.38 | 0 | |
| Llama3.2-VisionEvaluator=Deepseek-Janus-Pro, Opponent=Focal-RegionFace2026.01 | 70.09 | 71.23 | 77.63 | 77.61 | 77.67 | 0 | |
| Qwen2.5-VLEvaluator=Qwen2.5-VL, Opponent=Focal-RegionFace2026.01 | 65.5 | 73.12 | 56.45 | 75.45 | 80.36 | 64.68 | |
| Llama3.2-VisionEvaluator=Llama3.2-Vision, Opponent=Focal-RegionFace2026.01 | 62.97 | 68.25 | 59.13 | 71.74 | 64.84 | 13.87 | |
| Qwen2.5-VLEvaluator=Llama3.2-Vision, Opponent=Focal-RegionFace2026.01 | 59.95 | 67.9 | 54.88 | 70.65 | 54.51 | 15.46 | |
| Llama3.2-VisionEvaluator=Qwen2.5-VL, Opponent=Focal-RegionFace2026.01 | 58.9 | 61.19 | 40.58 | 70.68 | 81.5 | 22.05 | |
| Deepseek-Janus-ProEvaluator=Qwen2.5-VL, Opponent=Focal-RegionFace2026.01 | 47.8 | 56.99 | 35.74 | 70.34 | 81.35 | 14.99 | |
| Deepseek-Janus-ProEvaluator=Llama3.2-Vision, Opponent=Focal-RegionFace2026.01 | 44.83 | 52.85 | 43.68 | 54.73 | 41.75 | 7.97 |