Image Classification on ImageNet-C (Average Classification Error)
62.16Average Classification ErrorBP-TTA
Evaluation Results
| Method | Links | |
|---|---|---|
| BP-TTABackbone=WRN50, Setting=PTTA2026.06 | 62.16 | |
| RoTTABackbone=WRN50, Setting=PTTA2026.06 | 63.08 | |
| BP-TTABackbone=RNXT50, Setting=PTTA2026.06 | 64.53 | |
| RoTTABackbone=RNXT50, Setting=PTTA2026.06 | 64.85 | |
| DA-TTABackbone=WRN50, Setting=PTTA2026.06 | 65.75 | |
| DA-TTABackbone=RNXT50, Setting=PTTA2026.06 | 66.1 | |
| BP-TTABackbone=RN50, Setting=PTTA2026.06 | 66.77 | |
| PALMBackbone=RNXT50, Setting=PTTA2026.06 | 67.7 | |
| SARBackbone=RNXT50, Setting=PTTA2026.06 | 68.33 | |
| DA-TTABackbone=RN50, Setting=PTTA2026.06 | 68.36 | |
| RoTTABackbone=RN50, Setting=PTTA2026.06 | 68.64 | |
| PALMBackbone=RN50, Setting=PTTA2026.06 | 69.82 | |
| SARBackbone=WRN50, Setting=PTTA2026.06 | 70.28 | |
| SURGEONBackbone=RN50, Setting=PTTA2026.06 | 70.57 | |
| SARBackbone=RN50, Setting=PTTA2026.06 | 70.97 | |
| PALMBackbone=WRN50, Setting=PTTA2026.06 | 71.52 | |
| EATABackbone=RNXT50, Setting=PTTA2026.06 | 73.49 | |
| EATABackbone=RN50, Setting=PTTA2026.06 | 74.42 | |
| EATABackbone=WRN50, Setting=PTTA2026.06 | 75.16 | |
| SURGEONBackbone=RNXT50, Setting=PTTA2026.06 | 76.05 | |
| SourceBackbone=RNXT50, Setting=PTTA2026.06 | 78.47 | |
| SourceBackbone=WRN50, Setting=PTTA2026.06 | 78.55 | |
| SURGEONBackbone=WRN50, Setting=PTTA2026.06 | 79.68 | |
| SourceBackbone=RN50, Setting=PTTA2026.06 | 81.9 | |
| LAMEBackbone=RNXT50, Setting=PTTA2026.06 | 91.34 | |
| LAMEBackbone=WRN50, Setting=PTTA2026.06 | 92.73 | |
| TENTBackbone=RNXT50, Setting=PTTA2026.06 | 92.91 | |
| TENTBackbone=RN50, Setting=PTTA2026.06 | 93.14 | |
| TENTBackbone=WRN50, Setting=PTTA2026.06 | 93.73 | |
| LAMEBackbone=RN50, Setting=PTTA2026.06 | 94.98 | |
| CoTTABackbone=RN50, Setting=PTTA2026.06 | 99.4 | |
| CoTTABackbone=WRN50, Setting=PTTA2026.06 | 99.49 | |
| CoTTABackbone=RNXT50, Setting=PTTA2026.06 | 99.77 |