Vision-Language Evaluation on OckBench
47Tokens per Correct AnswerDatology
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DatologyParameters=4B2026.06 | 47 | 69.1 | |
| DatologyParameters=1B2026.06 | 50.8 | 63.8 | |
| InternVL3Parameters=2B2026.06 | 50.9 | 58.9 | |
| DatologyParameters=2B2026.06 | 63.8 | 66 | |
| MammothParameters=2B2026.06 | 103.2 | 54.1 | |
| MammothParameters=4B2026.06 | 108.6 | 54.9 | |
| MammothParameters=1B2026.06 | 113.3 | 50.5 | |
| InternVL3.5Parameters=4B2026.06 | 129.7 | 65.8 | |
| Perceptron-IsaacParameters=2B2026.06 | 142.3 | 63.1 | |
| Qwen3-VL-InstructParameters=2B2026.06 | 150.7 | 67.4 | |
| Qwen3-VL-InstructParameters=4B2026.06 | 151.4 | 71.9 | |
| InternVL3.5Parameters=2B2026.06 | 229.6 | 56 | |
| Qwen3.5Parameters=2B2026.06 | 243.6 | 69.5 | |
| Qwen3.5Parameters=4B2026.06 | 1,823 | 70.4 |