ImageNet imagenet Leaderboard
Auto-discovered from papers reporting ImageNet (IS). Β· Metric: IS (higher is better) Β· π’ Updated 10 min ago
| # | Model | IS | Paper |
|---|---|---|---|
| 1 | FrequencyBooster-H (CFG=2.9, interval=[0.1,1.0]) | 319.04 | link |
| 2 | DDT** | 310.60 | link |
| 3 | REPA** | 306.30 | link |
| 4 | eMIGM-H | 305.99 | link |
| 5 | eMIGM-L | 304.16 | link |
| 6 | MAR-H | 303.70 | link |
| 7 | REPA-E** | 302.90 | link |
| 8 | πΌ: +LPIPS | 298.42 | link |
| 9 | π»: +Fusion | 296.22 | link |
| 10 | MAR-L | 296.00 | link |
| 11 | β: +Wide Decoder | 287.34 | link |
| 12 | PixelFlow | 282.10 | link |
| 13 | MAR-B | 281.70 | link |
| 14 | eMIGM-B | 278.97 | link |
| 15 | Exp. 3 (Encoder Layers=10, Decoder Layers=2, Hidden Size=768Γ2) | 278.33 | link |
| 16 | πΉ: +iREPA | 263.07 | link |
| 17 | RAE** | 262.60 | link |
| 18 | Exp. 5 (iREPA=0.05, LPIPS=0.1) | 258.24 | link |
| 19 | Exp. 6 (iREPA=0.05, LPIPS=0.01) | 256.55 | link |
| 20 | eMIGM-S | 254.48 | link |
| 21 | Exp. 4 (iREPA=0.05, LPIPS=0.5) | 247.71 | link |
| 22 | Exp. 2 (Encoder Layers=10, Decoder Layers=2, Hidden Size=768) | 233.44 | link |
| 23 | Exp. 1 (Encoder Layers=12, Decoder Layers=0, Hidden Size=768) | 233.40 | link |
| 24 | FrequencyBooster-B/16 (Enc=10, Dec=2) | 232.70 | link |
| 25 | eMIGM-XS | 224.91 | link |
| 26 | πΈ: Baseline-B/16 | 176.48 | link |
| 27 | + GAN FT (Full MIMFlow) | 130.00 | link |
| 28 | REPA SiT-XL/2 + ΞFM (BS=256) | 129.89 | link |
| 29 | CFM (Ξ»=0.0) | 115.83 | link |
| 30 | REPA SiT-XL/2 (BS=256) | 115.83 | link |
| 31 | + Masking (0.4β0.6) | 105.20 | link |
| 32 | D+CLIP | 92.30 | link |
| 33 | K=128 | 92.30 | link |
| 34 | MIM weight=1 | 92.30 | link |
| 35 | K=64 | 91.80 | link |
| 36 | + Aux Loss (DINO+CLIP) | 91.00 | link |
| 37 | DINO | 91.00 | link |
| 38 | All | 88.60 | link |
| 39 | Ο=0.3 | 88.60 | link |
| 40 | Baseline (e2e, SD-VAE, 256tok, GAN) | 86.00 | link |
| 41 | MIM weight=5 | 85.60 | link |
| 42 | Ο=0.2 | 81.50 | link |
| 43 | Ο=0.5 | 75.60 | link |
| 44 | K=192 | 68.00 | link |
| 45 | + Learnable Tokens, - GAN Loss | 63.10 | link |
| 46 | MIM weight=10 | 61.80 | link |
| 47 | C+HOG | 56.00 | link |
| 48 | REPA SiT-B/2 + ΞFM (BS=256) | 43.44 | link |
| 49 | REPA SiT-B/2 (BS=256) | 38.04 | link |