Leaderboard ANIMALS
One or more photos reconstructed into a 3D mesh.
Ranked by human votes · 340 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 165.1–1973.4 | Trend | Votes | Status |
|---|---|---|---|---|---|---|
| 1 | SAM 3D | 1269.2 | [824.9, 1973.4] | 7 | 23 more votes → firm ► | |
| 1 | Hunyuan3D 3.1 | 1206.9 | [392.6, 1655.8] | 6 | 24 more votes → firm ► | |
| 1 | Pixal3D | 1157.0 | [766.0, 1644.5] | 6 | 24 more votes → firm ► | |
| 1 | Meshy 6 | 1150.7 | [809.9, 1811.3] | 8 | 22 more votes → firm ► | |
| 1 | Rodin/Hyper3D | 1141.9 | [547.5, 1644.3] | 6 | 24 more votes → firm ► | |
| 1 | TRELLIS 2 | 1141.2 | [287.5, 1932.8] | 3 | 27 more votes → firm ► | |
| 1 | Hunyuan3D v3 | 1095.1 | [663.3, 1664.9] | 7 | 23 more votes → firm ► | |
| 1 | TRELLIS via Replicate | 982.3 | [347.6, 1174.9] | 9 | 21 more votes → firm ► | |
| TRELLIS via fal | 631.3 | [165.1, 1132.0] | 3 | 27 more votes → firm ► | ||
| 1 | Hunyuan3D v2 | 867.5 | [294.9, 1294.8] | 5 | 25 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 0.569 (≈0.50 = unbiased) · tie 0.059 · bad 0.191
VLM judge (Sonnet 4.6, multi-view) — automated LLM-judge rankings by paradigm
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