Leaderboard ANIMALS
One or more photos reconstructed into a 3D mesh.
Ranked by human votes · 1614 cast · see the AI-judge board →
How ranking works
Rank groups models whose 95% bootstrap CIs overlap into the same rank (they are not statistically separable). BT = Bradley–Terry score (Elo-scaled); the bar shows the 95% CI with the point estimate marked. Every board ranks a SINGLE method — scores from different methods come from disconnected match pools and aren't comparable, so there is no cross-method ranking. Elo updates live per vote. Recompute in Admin.
Image→3D reconstruction
9 generators| Rank | Generator | BT score | 95% interval BT 661.5–1275.4 | Trend | Votes | Status |
|---|---|---|---|---|---|---|
| 1 | Hunyuan3D v3 | 1137.2 | [1062.3, 1263.3] | 37 | firm ► | |
| 1 | Meshy 6 | 1115.3 | [1014.9, 1275.4] | 26 | 4 more votes → firm ► | |
| 1 | Rodin/Hyper3D | 1045.5 | [958.6, 1159.1] | 42 | firm ► | |
| 1 | SAM 3D | 1011.7 | [896.6, 1111.8] | 36 | firm ► | |
| 2 | Hunyuan3D 3.1 | 970.1 | [871.0, 1058.6] | 41 | firm ► | |
| 2 | Pixal3D | 961.6 | [879.4, 1048.3] | 37 | firm ► | |
| 3 | TRELLIS via Replicate | 946.7 | [850.6, 1013.4] | 39 | firm ► | |
| TRELLIS via fal | 880.6 | [661.5, 959.0] | 32 | firm ► | ||
| 2 | Hunyuan3D v2 | 931.1 | [813.7, 1026.5] | 34 | firm ► | |
| 3 | TRELLIS 2 | 923.3 | [787.6, 1013.2] | 28 | 2 more votes → firm ► |
95% credible interval · point estimate · trend · firm a rank backed by 30+ votes; below that, Status counts the votes still needed · click a row for detail
Filters & bias audit
Bias audit — left(A) win rate 0.5 (≈0.50 = unbiased) · tie 0.07 · bad 0.162
VLM judge (Sonnet 4.6, multi-view) — automated LLM-judge rankings by paradigm
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