Document Question Answering on DUDE (test)
65.931ANLSInternVL2-8B-CoB
Evaluation Results
| Method | Links | |
|---|---|---|
| InternVL2-8B-CoBDoc-CoB=true2025.05 | 65.931 | |
| InternVL2-40B2025.05 | 65.802 | |
| GPT-4o2025.05 | 65.57 | |
| Qwen2.5-VL-CoBDoc-CoB=true2025.05 | 64.36 | |
| InternVL2-8B*SFT baseline=true2025.05 | 64.12 | |
| Qwen2.5-VL*SFT baseline=true2025.05 | 63.88 | |
| InternVL2-8B-RReasoning tasks=true2025.05 | 63.42 | |
| Qwen2.5-VL-RReasoning tasks=true2025.05 | 62.73 | |
| InternVL2-2B-CoBDoc-CoB=true2025.05 | 59.92 | |
| InternVL2-2B*SFT baseline=true2025.05 | 58.84 | |
| InternVL2-2B-RReasoning tasks=true2025.05 | 58.31 | |
| DocOwl 1.5-CoBDoc-CoB=true2025.05 | 57.87 | |
| DocOwl 1.5-RReasoning tasks=true2025.05 | 57.52 | |
| DocOwl 1.5*SFT baseline=true2025.05 | 57.21 | |
| Visual CoT2025.05 | 53.41 | |
| TextCoT2025.05 | 43.68 | |
| MultiDocFusionmax_len=550 tokens2026.04 | 17.93 | |
| Structure based Chunkingmax_len=550 tokens2026.04 | 16.83 | |
| Perplexity chunkingmax_len=550 tokens2026.04 | 16.68 | |
| Length chunkingmax_len=550 tokens2026.04 | 15.92 | |
| LumberChunkermax_len=550 tokens2026.04 | 15.73 | |
| Semantic chunkingmax_len=550 tokens2026.04 | 15.37 |