Multi-modal Retrieval-Augmented Generation on MC-SEARCH Text-Only Chain 1.0 (test)
38.45F1InternVL3.5-8B + SEARCH-ALIGN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| InternVL3.5-8B + SEARCH-ALIGNAccess=OPEN, Enhanced=SEARCH-ALIGN2026.03 | 38.45 | 31.47 | 2.68 | 20.54 | 1.28 | 65.72 | |
| Qwen2.5-VL-7B + SEARCH-ALIGNAccess=OPEN, Enhanced=SEARCH-ALIGN2026.03 | 37.54 | 28.89 | 1.99 | 19.04 | 0.98 | 61.57 | |
| InternVL3.5-8BAccess=OPEN, Enhanced=None2026.03 | 34.82 | 27.84 | 2.45 | 21.81 | 2.15 | 65.72 | |
| Gemini-2.5-ProAccess=CLOSE, Enhanced=None2026.03 | 34.47 | 34.46 | 2.66 | 21.59 | 1.07 | 62.42 | |
| Gemini-2.5-FlashAccess=CLOSE, Enhanced=None2026.03 | 34.03 | 33.96 | 2.49 | 20.59 | 1.04 | 67.72 | |
| GPT-4o-MiniAccess=CLOSE, Enhanced=None2026.03 | 30.96 | 30.94 | 2.58 | 21.94 | 1.13 | 61.9 | |
| Claude-3.7-SonnetAccess=CLOSE, Enhanced=None2026.03 | 27.37 | 26.75 | 2.08 | 29.64 | 3.14 | 66.38 | |
| Qwen2.5-VL-7BAccess=OPEN, Enhanced=None2026.03 | 23.54 | 14.89 | 1.36 | 13.35 | 4.63 | 61.57 |