Human Preference Alignment on HPS v2.1
32.06Anime ScoreInfinity-EE-26
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Infinity-EE-26early exit=true, exit layer=262026.04 | 32.06 | 29.76 | 30.48 | 30.53 | 30.7 | 2,210 | |
| Infinity2026.04 | 31.68 | 29.39 | 30.44 | 30.36 | 30.47 | 2,724 | |
| SkipVARBackbone=Infinity, threshold=@0.84, requires additional training=true2026.04 | 31.6 | 29.19 | 30.43 | 30.27 | 30.37 | 1,692 | |
| HART-EE-21early exit=true, exit layer=212026.04 | 31.54 | 28.25 | 29.41 | 29.84 | 29.76 | 989 | |
| DepthVARBackbone=Infinity, R=92026.04 | 31.52 | 30.12 | 30.27 | 29.25 | 30.29 | 1,625 | |
| DepthVARBackbone=Infinity, R=82026.04 | 31.42 | 29.97 | 30.15 | 29.1 | 30.16 | 1,285 | |
| DepthVARBackbone=Infinity, R=72026.04 | 31.33 | 29.9 | 30.03 | 28.99 | 30.06 | 1,185 | |
| HART2026.04 | 31.3 | 28.19 | 29.04 | 29.56 | 29.52 | 1,109 | |
| DepthVARBackbone=Infinity, w/o last two scales=true, R=72026.04 | 31.2 | 28.95 | 29.94 | 29.85 | 29.98 | 882 | |
| FastVARBackbone=Infinity, w/o last two scales=true2026.04 | 31.08 | 28.82 | 29.97 | 29.86 | 29.93 | 1,027 | |
| SparseVAR-0.7Backbone=Infinity2026.04 | 31.03 | 28.74 | 29.57 | 29.68 | 29.76 | 1,332 | |
| DepthVARBackbone=HART, R=102026.04 | 29.95 | 27.04 | 27.72 | 28.1 | 28.2 | 885 | |
| FastVARBackbone=HART, w/o FlashAttn=true2026.04 | 28.66 | 26.08 | 26.95 | 27.31 | 27.25 | 1,208 | |
| ToMeBackbone=Infinity, config={0.5, 0.5}2026.04 | 28.65 | 26.46 | 27.12 | 27.1 | 27.33 | 1,330 | |
| DepthVARBackbone=HART, R=92026.04 | 28.44 | 25.72 | 26.44 | 26.63 | 26.81 | 729 | |
| SparseVAR-0.7Backbone=HART2026.04 | 27.69 | 25.33 | 25.6 | 26.12 | 26.18 | 669 |