Video Generation on LongVGenBench LongVie2 (test)
69.67LongVGenBench ScoreFlashAttention 3
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FlashAttention 3Category=Baseline2026.02 | 69.67 | — | — | — | 100 | 100 | 1 | |
| AnnCA-LSHCategory=Sparse CA2026.02 | 66.67 | 24.6 | 0.634 | 0.197 | 42.8 | 90 | 1.7 | |
| AnnSA-QuantCategory=Sparse SA2026.02 | 66.43 | 23.9 | 0.633 | 0.199 | 44.9 | 87 | 5.4 | |
| AnnSA-LSHCategory=Sparse SA2026.02 | 65.32 | 23.9 | 0.601 | 0.222 | 40.3 | 89.5 | 5.3 | |
| All Ours-LSHCategory=Full2026.02 | 64.91 | 23.5 | 0.611 | 0.216 | — | — | 6.3 | |
| AnnCA-QuantCategory=Sparse CA2026.02 | 63.77 | 23.3 | 0.62 | 0.203 | 44.9 | 85.6 | 1.8 | |
| All Ours-QuantCategory=Full2026.02 | 63.69 | 23.5 | 0.613 | 0.218 | — | — | 6.9 | |
| TempCache-QuantCategory=KV compression2026.02 | 63.16 | 23.4 | 0.531 | 0.223 | 33.1 | 92.4 | 3.7 | |
| TempCache-LSHCategory=KV compression2026.02 | 63.1 | 23 | 0.523 | 0.243 | 33.4 | 91.3 | 3.5 | |
| FlowCacheCategory=KV compression2026.02 | 62.78 | 20.6 | 0.315 | 0.357 | 90.4 | 87.6 | 1.1 | |
| TeaCacheCategory=KV compression2026.02 | 61.41 | 13.6 | 0.254 | 0.399 | 92 | 85.3 | 1.1 | |
| FlowCache+RadialAttnCategory=Full2026.02 | 49.84 | 18.6 | 0.247 | 0.572 | — | — | 3.1 | |
| RadialAttnCategory=Sparse SA2026.02 | 41.11 | 17.2 | 0.197 | 0.644 | 82.4 | 44.7 | 2.7 | |
| SVG2Category=Sparse SA2026.02 | 25.65 | 12.7 | 0.185 | 0.812 | 70.9 | 15.9 | 0.5 | |
| SVG1Category=Sparse SA2026.02 | 24.83 | 11.6 | 0.557 | 0.831 | 78.3 | 11.8 | 0.3 |