Long-context Multi-modal Understanding on MM-NIAH 128K
57.83Retrieval ScoreMMProLong
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MMProLong2026.05 | 57.83 | 8.67 | 60.33 | 42.28 | |
| InternVL3-8B2026.05 | 52.33 | 7.33 | 50 | 36.56 | |
| Gemma3-12B2026.05 | 48.83 | 19.67 | 33.75 | 34.08 | |
| Gemma3-4B2026.05 | 29.83 | 1.83 | 28.75 | 20.14 | |
| Qwen2.5-VL-7B2026.05 | 11.33 | 16.33 | 8.83 | 12.17 | |
| InternVL3.5-8B2026.05 | 3.45 | 0 | 2.27 | 1.91 |