Class-conditional Image Generation on ImageNet (val)
323.7IS
RQ-Transformer
Updated 15d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022.06 | 323.7 | 3.8 | - | - | 82 | 50 | - | - | - | - | - | - | |
2026.05 | 310.6 | - | - | - | 79 | 65 | - | - | - | - | - | 1.26 | |
2026.05 | 306.3 | - | - | - | 79 | 64 | - | - | - | - | - | 1.29 | |
2026.05 | 300.2 | - | - | - | 78 | 66 | 4.63 | - | - | - | - | 1.31 | |
2026.05 | 295.3 | - | - | - | 79 | 65 | - | - | - | - | - | 1.35 | |
2026.05 | 295.1 | - | - | - | 78 | 64 | 4.66 | - | - | - | - | 1.61 | |
2026.05 | 294 | - | - | - | 77 | 69 | 5.84 | - | - | - | - | 1.25 | |
2026.05 | 293.6 | - | - | - | 79 | 65 | - | - | - | - | - | 1.37 | |
2026.05 | 284 | - | - | - | 81 | 61 | 4.5 | - | - | - | - | 1.8 | |
2026.05 | 280.9 | - | - | - | 76 | 68 | 5.93 | - | - | - | - | 1.29 | |
2026.05 | 278.2 | - | - | - | 83 | 57 | 4.6 | - | - | - | - | 2.27 | |
2026.05 | 276.6 | - | - | - | 80 | 61 | 5.67 | - | - | - | - | 2.28 | |
2025.12 | 275.64 | 2.23 | - | - | 83 | 58 | 4.57 | - | 1 | 0 | - | - | |
2025.12 | 270.4 | 2.42 | - | - | 82 | 57 | 5.04 | 8.55 | 0.14 | 0.78 | - | - | |
2026.05 | 270.3 | - | - | - | 82 | 59 | 4.5 | - | - | - | - | 2.06 | |
2026.05 | 268 | - | - | - | 80 | 64 | - | - | - | - | - | 1.29 | |
2026.05 | 264 | - | - | - | 81 | 60 | 4.63 | - | - | - | - | 2.03 | |
2026.05 | 263.7 | - | - | - | 78 | 63 | - | - | - | - | - | 1.52 | |
2026.05 | 262.6 | - | - | - | 78 | 67 | - | - | - | - | - | 1.13 | |
2022.06 | 262.1 | 2.3 | - | - | 78 | 53 | - | - | - | - | - | - | |
2026.05 | 261.7 | - | - | - | 83 | 58 | 5.23 | - | - | - | - | 2.03 | |
2026.05 | 260.9 | - | - | - | 81 | 61 | - | - | - | - | - | 1.9 | |
2026.05 | 254.6 | - | - | - | 77 | 67 | 4.65 | - | - | - | - | 1.19 | |
2025.12 | 248.58 | 3.09 | - | - | 80 | 59 | 6 | 22.63 | 0.76 | 0.16 | - | - | |
2026.05 | 248.5 | - | - | - | 76 | 67 | 4.7 | - | - | - | - | 1.27 | |
2025.12 | 246.59 | 3.08 | - | - | 79 | 59 | 6.58 | 20.92 | 0.71 | 0.21 | - | - | |
2025.12 | 245.85 | 5.31 | - | - | 81 | 68 | 17.61 | - | 1 | 0 | - | - | |
2026.05 | 243.8 | - | - | - | 82 | 61 | - | - | - | - | - | 1.7 | |
2026.05 | 242.9 | - | - | - | 79 | 63 | - | - | - | - | - | 1.51 | |
2026.05 | 241.6 | - | - | - | 81 | 62 | 4.55 | - | - | - | - | 1.62 | |
2026.02 | 241.1 | 2.226 | - | - | - | - | 4.275 | - | - | - | - | - | |
2026.05 | 240.9 | - | - | - | 76 | 67 | 5.78 | - | - | - | - | 1.65 | |
2025.12 | 240.36 | 5.51 | - | - | 80 | 68 | 17.49 | 31.06 | 0.93 | 0.05 | - | - | |
2025.12 | 239.93 | 2.25 | - | - | 80 | 59 | 4.33 | - | 1 | 0 | - | - | |
2026.05 | 239.8 | - | - | - | 81 | 63 | - | - | - | - | - | 1.48 | |
2025.12 | 237.34 | 5.44 | - | - | 80 | 68 | 17.61 | 31.1 | 0.95 | 0.04 | - | - | |
2025.12 | 237.03 | 2.7 | - | - | 80 | 59 | 4.47 | - | - | - | - | - | |
2026.05 | 235.9 | - | - | - | 78 | 64 | 5.15 | - | - | - | - | 1.53 | |
2026.05 | 235.4 | - | - | - | 76 | 68 | 5.75 | - | - | - | - | 1.7 | |
2026.05 | 232.3 | - | - | - | 78 | 65 | 5.26 | - | - | - | - | 1.6 | |
2025.12 | 231.1 | 3.08 | - | - | 80 | 57 | 6.43 | 25.64 | 0.83 | 0.1 | - | - | |
2026.02 | 230.6 | 2.562 | - | - | - | - | 4.503 | - | - | - | - | - | |
2022.06 | 224.6 | 3.41 | - | - | 79 | 54 | - | - | - | - | - | - | |
2026.02 | 224.24 | 3.185 | - | - | - | - | 5.69 | - | - | - | - | - | |
2026.05 | 224.2 | - | - | - | 76 | 67 | 5.65 | - | - | - | - | 1.4 | |
2025.12 | 223.83 | 3.56 | - | - | 79 | 56 | 7.52 | 24.69 | 0.8 | 0.13 | - | - | |
2022.06 | 221.9 | 3.45 | - | - | 82 | 52 | - | - | - | - | - | - | |
2026.05 | 221.7 | - | - | - | 80 | 61 | 4.58 | - | - | - | - | 1.76 | |
2026.02 | 221.45 | 3.504 | - | - | - | - | 4.918 | - | - | - | - | - | |
2026.05 | 218.8 | - | - | - | 83 | 58 | 5.03 | - | - | - | - | 2.22 | |
2025.12 | 218.66 | 3.96 | - | - | 78 | 55 | 5.87 | 23 | 0.76 | 0.16 | - | - | |
2026.05 | 217.5 | - | - | - | 74 | 68 | 6.1 | - | - | - | - | 1.68 | |
2026.02 | 215.99 | 3.285 | - | - | - | - | 5.063 | - | - | - | - | - | |
| 215.9 | 3.83 | - | - | 79 | 63 | - | - | - | - | 23.6 | - | ||
2026.05 | 215.2 | - | - | - | - | - | - | - | - | - | - | 2.42 | |
2026.05 | 214.8 | - | - | - | 82 | 59 | - | - | - | - | - | 2.16 | |
2025.12 | 214.35 | 4.24 | - | - | 77 | 56 | 5.52 | 9.22 | 0.17 | 0.81 | - | - | |
2025.12 | 213.5 | 6.2 | - | - | 76 | 69 | 17.62 | 24.99 | 0.82 | 0.14 | - | - | |
2025.12 | 212.13 | 4.68 | - | - | 77 | 55 | 6.41 | 21.59 | 0.72 | 0.2 | - | - | |
2022.06 | 209.52 | 7.76 | - | - | 84 | 35 | - | - | - | - | - | - | |
2025.12 | 209.3 | 6.31 | - | - | 76 | 69 | 17.81 | 24.88 | 0.82 | 0.14 | - | - | |
2026.05 | 207.6 | - | - | - | 82 | 59 | - | - | - | - | - | 2.08 | |
2026.05 | 206.2 | - | - | - | 76 | 67 | - | - | - | - | - | 2.04 | |
2026.02 | 205.65 | 5.138 | - | - | - | - | 6.12 | - | - | - | - | - | |
2026.05 | 205.6 | - | - | - | 77 | 65 | - | - | - | - | - | 2.17 | |
2026.02 | 203.17 | 4.705 | - | - | - | - | 7.835 | - | - | - | - | - | |
2026.05 | 203 | - | - | - | 81 | 60 | 5.26 | - | - | - | - | 2.28 | |
2022.06 | 202.6 | 6.95 | - | - | 87 | 23 | - | - | - | - | - | - | |
2026.02 | 201.94 | 4.776 | - | - | - | - | 7.793 | - | - | - | - | - | |
2025.12 | 199.64 | 6.07 | - | - | 74 | 52 | 6.64 | 16.63 | 0.53 | 0.39 | - | - | |
2025.12 | 199.48 | 6.37 | - | - | 74 | 53 | 7.09 | 16.56 | 0.53 | 0.4 | - | - | |
2026.03 | 196.78 | 4.64 | - | - | 78 | 63 | - | - | - | - | 23.5 | - | |
| 195.58 | 3.82 | - | - | 77 | 67 | - | - | - | - | 23.7 | - | ||
2026.03 | 187.75 | 3.96 | - | - | 74 | 67 | - | - | - | - | 23.46 | - | |
2022.06 | 186.7 | 4.59 | - | - | 82 | 52 | - | - | - | - | - | - | |
2026.02 | 186.55 | 6.163 | - | - | - | - | 9.503 | - | - | - | - | - | |
2022.06 | 182.1 | 6.18 | - | - | 80 | 51 | - | - | - | - | - | - | |
2026.05 | 177.9 | - | - | - | 74 | 60 | 10.34 | - | - | - | - | 5.69 | |
2026.05 | 176.5 | - | - | - | 75 | 64 | 6.17 | - | - | - | - | 3.29 | |
2021.09 | 173.8 | 8.2 | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 173.33 | - | 70.822 | 89.574 | - | - | - | - | - | - | - | - | |
2022.06 | 172.6 | 5.45 | - | - | 81 | 49 | - | - | - | - | - | - | |
2026.05 | 172.1 | - | - | - | 75 | 65 | 5.93 | - | - | - | - | 3.34 | |
| 163.37 | 6.31 | - | - | 82 | 54 | - | - | - | - | 23.47 | - | ||
2026.05 | 158.3 | - | - | - | 70 | 68 | - | - | - | - | - | 5.78 | |
2026.05 | 154.7 | - | - | - | 68 | 69 | - | - | - | - | - | 6.27 | |
2021.09 | 152.6 | 7.5 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 148.9 | - | - | - | 77 | 62 | - | - | - | - | - | 3.71 | |
2021.09 | 144.2 | 8.1 | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 143.7 | 8.3 | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 139.1 | 8 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 135.2 | - | - | - | 69 | 67 | - | - | - | - | - | 6.62 | |
2022.06 | 134 | 7.55 | - | - | 73 | 58 | - | - | - | - | - | - | |
2026.05 | 131.7 | - | - | - | 68 | 67 | 6.32 | - | - | - | - | 8.61 | |
2026.05 | 131.3 | - | - | - | 67 | 69 | 5.45 | - | - | - | - | 7.91 | |
2021.09 | 125 | 8.3 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 122.6 | - | - | - | 70 | 65 | - | - | - | - | - | 7.9 | |
2026.05 | 121.5 | - | - | - | 67 | 67 | 6.85 | - | - | - | - | 9.62 | |
2026.03 | 119.52 | 7.06 | - | - | 74 | 61 | - | - | - | - | 22.62 | - | |
2022.06 | 119 | 8.71 | - | - | 71 | 58 | - | - | - | - | - | - |
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