| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ViDoRe English | LamRA | NDCG@560 | 16 | 2mo ago | |
| MMEB Summary v2 (Overall) | Qwen3-VL-Reranker-8B | Overall Score79.2 | 15 | 1mo ago | |
| MMEB VisDoc v2 | Qwen3-VL-8B-reranker | Overall Score87.1 | 15 | 1mo ago | |
| MMEB Video v2 | Qwen3-VL-8B-reranker | Overall Average Score62.9 | 15 | 1mo ago | |
| INQUIRE RERANK | nDCG@5078.9 | 11 | 4mo ago | ||
| MMDocIR (test) | ZipRerank | Vision Latency (ms)180.2 | 5 | 2mo ago |
