Image Classification on Average 9 datasets (test)
81.97AccuracyDSPT
Evaluation Results
| Method | Links | |
|---|---|---|
| DSPTNoise Type=PAIR, Noise Rate=20%2026.05 | 81.97 | |
| NLPromptNoise Type=PAIR, Noise Rate=20%2026.05 | 81.56 | |
| DSPTNoise Type=SYM, Noise Rate=40%2026.05 | 81.1 | |
| NLPromptNoise Type=PAIR, Noise Rate=30%2026.05 | 80.79 | |
| DSPTNoise Type=PAIR, Noise Rate=30%2026.05 | 80.67 | |
| NLPromptNoise Type=SYM, Noise Rate=40%2026.05 | 80.56 | |
| DSPTNoise Type=PAIR, Noise Rate=40%2026.05 | 79.25 | |
| DSPTNoise Type=SYM, Noise Rate=60%2026.05 | 79.19 | |
| CoOpNoise Type=SYM, Noise Rate=40%2026.05 | 78.09 | |
| NLPromptNoise Type=PAIR, Noise Rate=40%2026.05 | 77.73 | |
| NLPromptNoise Type=SYM, Noise Rate=60%2026.05 | 77.43 | |
| CoOpNoise Type=PAIR, Noise Rate=20%2026.05 | 74.46 | |
| DSPTNoise Type=SYM, Noise Rate=80%2026.05 | 74.22 | |
| CoOpNoise Type=SYM, Noise Rate=60%2026.05 | 72.67 | |
| NLPromptNoise Type=SYM, Noise Rate=80%2026.05 | 68.82 | |
| CoOpNoise Type=PAIR, Noise Rate=30%2026.05 | 65.97 | |
| ZeroShotzero-shot=true2026.05 | 62.5 | |
| CoOpNoise Type=SYM, Noise Rate=80%2026.05 | 57.77 | |
| CoOpNoise Type=PAIR, Noise Rate=40%2026.05 | 54.8 |