CIFAR-10 cifar-10 Leaderboard
Auto-discovered from papers reporting CIFAR-10 (mAP). Β· Metric: mAP (higher is better) Β· π’ Updated 17h ago
| # | Model | mAP | Paper |
|---|---|---|---|
| 1 | Flat Multi-head (MAH-1) | 74.60 | link |
| 2 | Cascaded Multi-head (MAH-2) | 51.30 | link |
| 3 | BGAN | 0.87 | link |
| 4 | DPSH | 0.71 | link |
| 5 | Ours | 0.71 | link |
| 6 | DHN (Zhu et al . , 2016 ) | 0.71 | link |
| 7 | DLDAH | 0.70 | link |
| 8 | DSDH | 0.68 | link |
| 9 | DNNH (Lai et al . , 2015 ) | 0.67 | link |
| 10 | DTSH | 0.62 | link |
| 11 | DRSCH | 0.61 | link |
| 12 | CNNH (Rongkai Xia and Yan, 2014 ) | 0.61 | link |
| 13 | DSCH | 0.61 | link |
| 14 | DSRH | 0.61 | link |
| 15 | HashNet | 0.58 | link |
| 16 | DeepHash (random init.) | 0.57 | link |
| 17 | FSDH | 0.56 | link |
| 18 | KSH (Liu et al . , 2012 ) | 0.56 | link |
| 19 | FastH + CNN | 0.55 | link |
| 20 | NINH | 0.55 | link |
| 21 | sgn(z) = lim Ξ²β+β tanh(Ξ²z) | 0.54 | link |
| 22 | sgn(z) = lim Ξ²β+β app(Ξ²z) | 0.54 | link |
| 23 | β N + β C + β A subscript β π subscript β πΆ subscript β π΄ \ell_{N}+\ell_{C}+\ell_{A} | 0.51 | link |
| 24 | two-step solution | 0.51 | link |
| 25 | MLH (Norouzi and Fleet, 2011 ) | 0.50 | link |
| 26 | SDH | 0.49 | link |
| 27 | KSH + CNN | 0.49 | link |
| 28 | β N subscript β π \ell_{N} | 0.49 | link |
| 29 | SDH + CNN | 0.48 | link |
| 30 | β N + β A subscript β π subscript β π΄ \ell_{N}+\ell_{A} | 0.47 | link |
| 31 | ITQ-CCA (Gong et al . , 2013b ) | 0.43 | link |
| 32 | FastH | 0.30 | link |
| 33 | SPLH + CNN | 0.30 | link |
| 34 | β N + β C subscript β π subscript β πΆ \ell_{N}+\ell_{C} | 0.25 | link |
| 35 | ITQ + CNN | 0.24 | link |
| 36 | ITQ | 0.23 | link |
| 37 | LFH + CNN | 0.21 | link |
| 38 | SH | 0.19 | link |
| 39 | SH + CNN | 0.18 | link |
| 40 | LFH | 0.18 | link |
| 41 | SPLH | 0.17 | link |
| 42 | LDAH | 0.17 | link |
| 43 | LSH | 0.14 | link |
| 44 | BRE | 0.01 | link |