Leaderboard FUNGI
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
10 generators| Rank | Generator | BT score | 95% interval BT 275.7–1535.3 | Trend | Votes | Status |
|---|---|---|---|---|---|---|
| 1 | TRELLIS 2 | 1246.8 | [1101.0, 1535.3] | 17 | 13 more votes → firm ► | |
| 1 | Meshy 6 | 1102.6 | [993.6, 1299.5] | 27 | 3 more votes → firm ► | |
| 1 | Hunyuan3D v3 | 1068.3 | [993.5, 1160.7] | 36 | firm ► | |
| 2 | Hunyuan3D v2 | 1016.2 | [922.2, 1085.8] | 31 | firm ► | |
| 2 | SAM 3D | 984.5 | [838.3, 1090.1] | 27 | 3 more votes → firm ► | |
| 2 | Pixal3D | 980.4 | [860.1, 1077.4] | 31 | firm ► | |
| 2 | Hunyuan3D 3.1 | 952.4 | [790.4, 1067.8] | 27 | 3 more votes → firm ► | |
| 1 | Rodin/Hyper3D | 915.7 | [682.3, 1109.2] | 17 | 13 more votes → firm ► | |
| 4 | TripoSR | 840.3 | [595.1, 985.9] | 20 | 10 more votes → firm ► | |
| 5 | TRELLIS via Replicate | 755.9 | [468.1, 899.5] | 17 | 13 more votes → firm ► | |
| TRELLIS via fal | 706.8 | [275.7, 904.8] | 10 | 20 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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