Leaderboard FUNGI
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
10 generators| Rank | Generator | BT score | 95% interval BT -267.2–2003.5 | Trend | Votes | Status |
|---|---|---|---|---|---|---|
| 1 | Pixal3D | 1291.9 | [604.5, 1883.2] | 4 | 26 more votes → firm ► | |
| 1 | Hunyuan3D v3 | 1285.0 | [297.2, 2003.5] | 4 | 26 more votes → firm ► | |
| 1 | SAM 3D | 1268.0 | [794.3, 1888.6] | 8 | 22 more votes → firm ► | |
| 1 | Rodin/Hyper3D | 1099.7 | [-87.2, 1788.9] | 3 | 27 more votes → firm ► | |
| 1 | TRELLIS 2 | 1078.3 | [216.9, 1965.0] | 4 | 26 more votes → firm ► | |
| 1 | Meshy 6 | 1057.0 | [293.4, 1413.9] | 6 | 24 more votes → firm ► | |
| 1 | Hunyuan3D 3.1 | 967.3 | [33.9, 1414.1] | 2 | 28 more votes → firm ► | |
| 1 | TRELLIS via Replicate | 655.8 | [1.3, 1202.1] | 4 | 26 more votes → firm ► | |
| 1 | Hunyuan3D v2 | 649.6 | [-150.0, 1168.6] | 3 | 27 more votes → firm ► | |
| 1 | TripoSR | 549.4 | [-267.2, 1418.2] | 2 | 28 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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