Document Retrieval on HotpotQA
100Recall@1BLOCKSEARCH attn., R^any_19
Evaluation Results
| Method | Links | |
|---|---|---|
| BLOCKSEARCH attn., R^any_19Corpus Size (N)=0.5k2026.07 | 100 | |
| BLOCKSEARCH attn., R^any_19Corpus Size (N)=1k2026.07 | 100 | |
| BLOCKSEARCH attn., R^any_19Corpus Size (N)=10k2026.07 | 100 | |
| BLOCKSEARCH attn., R^any_19Corpus Size (N)=5k2026.07 | 99.8 | |
| BLOCKSEARCH attn., R^any_19Corpus Size (N)=2.5k2026.07 | 99.2 | |
| Qwen3-denseCorpus Size (N)=0.5k2026.07 | 99 | |
| BLOCKSEARCH-routingCorpus Size (N)=0.5k2026.07 | 98.2 | |
| BLOCKSEARCH-routingCorpus Size (N)=1k2026.07 | 98.2 | |
| Qwen3-denseCorpus Size (N)=1k2026.07 | 97.5 | |
| BLOCKSEARCH-SSMax+routingCorpus Size (N)=0.5k2026.07 | 97.5 | |
| MSA-4BCorpus Size (N)=0.5k2026.07 | 97 | |
| BLOCKSEARCHCorpus Size (N)=0.5k2026.07 | 97 | |
| MSA-4BCorpus Size (N)=1k2026.07 | 96.8 | |
| BLOCKSEARCH-SSMaxCorpus Size (N)=0.5k2026.07 | 96.5 | |
| BLOCKSEARCH-SSMax+routingCorpus Size (N)=1k2026.07 | 95.8 | |
| BLOCKSEARCHCorpus Size (N)=1k2026.07 | 95.2 | |
| BLOCKSEARCH-SSMaxCorpus Size (N)=1k2026.07 | 95.2 | |
| BLOCKSEARCH-sinkCorpus Size (N)=0.5k2026.07 | 95 | |
| BLOCKSEARCH-sinkCorpus Size (N)=1k2026.07 | 93.2 | |
| Qwen3-denseCorpus Size (N)=2.5k2026.07 | 92.2 | |
| BLOCKSEARCH-routingCorpus Size (N)=2.5k2026.07 | 91.8 | |
| MSA-4BCorpus Size (N)=2.5k2026.07 | 90.8 | |
| BLOCKSEARCH-SSMax+routingCorpus Size (N)=2.5k2026.07 | 90.8 | |
| Qwen3-denseCorpus Size (N)=5k2026.07 | 87.5 | |
| BLOCKSEARCH-routingCorpus Size (N)=5k2026.07 | 86.5 | |
| BLOCKSEARCH-SSMaxCorpus Size (N)=2.5k2026.07 | 85.8 | |
| BLOCKSEARCH-SSMax+routingCorpus Size (N)=5k2026.07 | 84.8 | |
| MSA-4BCorpus Size (N)=5k2026.07 | 84 | |
| Qwen3-denseCorpus Size (N)=10k2026.07 | 79.5 | |
| BLOCKSEARCH-routingCorpus Size (N)=10k2026.07 | 78.5 | |
| MSA-4BCorpus Size (N)=10k2026.07 | 75.5 | |
| BLOCKSEARCH-SSMaxCorpus Size (N)=5k2026.07 | 73.5 | |
| BLOCKSEARCH-SSMax+routingCorpus Size (N)=10k2026.07 | 72.5 | |
| BLOCKSEARCHCorpus Size (N)=2.5k2026.07 | 64.2 | |
| BLOCKSEARCH-sinkCorpus Size (N)=2.5k2026.07 | 58 | |
| BLOCKSEARCH-SSMaxCorpus Size (N)=10k2026.07 | 56.8 | |
| BLOCKSEARCH-sinkCorpus Size (N)=5k2026.07 | 14.5 | |
| BLOCKSEARCHCorpus Size (N)=5k2026.07 | 13 | |
| BLOCKSEARCH-sinkCorpus Size (N)=10k2026.07 | 1 | |
| BLOCKSEARCHCorpus Size (N)=10k2026.07 | 0.5 |