Counting on PixMo-Count
88.8AccuracyMolmo-72B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Molmo-72B2025.11 | 88.8 | 0.17 | — | — | |
| SAM 32025.11 | 86.2 | 0.21 | — | — | |
| DINO-X2025.11 | 85 | 0.21 | — | — | |
| Gemini 2.5 Pro2025.11 | 78.2 | 0.38 | — | — | |
| OursBackbone=Qwen3-VL-8B2026.03 | 66.98 | 0.6 | 1.25 | 91.65 | |
| OursBackbone=Qwen2.5-VL-7B2026.03 | 64.15 | 0.62 | 1.46 | 87.1 | |
| Qwen2-VL-72B2025.11 | 63.7 | 0.61 | — | — | |
| BaselineBackbone=Qwen2.5-VL-7B2026.03 | 58.79 | 0.84 | 1.79 | 84 | |
| BaselineBackbone=Qwen3-VL-8B2026.03 | 58.75 | 0.73 | 1.35 | 88.2 | |
| OursBackbone=LLaVA-1.5-7B2026.03 | 32.64 | 1.61 | 2.59 | 62.43 | |
| BaselineBackbone=LLaVA-1.5-7B2026.03 | 31.88 | 1.81 | 3.09 | 59.77 |