Class Erasure on Imagenette
100UASalUn
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SalUnForget Class=Tench, remain set fine-tuning=true2026.05 | 100 | 2.53 | |
| SalUnForget Class=English Springer, remain set fine-tuning=true2026.05 | 100 | 0.79 | |
| ESDForget Class=English Springer, remain set fine-tuning=true2026.05 | 100 | 1.02 | |
| ESDForget Class=Cassette Player, remain set fine-tuning=true2026.05 | 100 | 1.84 | |
| SalUnForget Class=Chain Saw, remain set fine-tuning=true2026.05 | 100 | 1.58 | |
| BARRIERForget Class=Church, remain set fine-tuning=false2026.05 | 100 | 10.78 | |
| BARRIERForget Class=French Horn, remain set fine-tuning=false2026.05 | 100 | 6.25 | |
| SEMU-remainForget Class=French Horn, remain set fine-tuning=true2026.05 | 100 | 0.81 | |
| SalUnForget Class=French Horn, remain set fine-tuning=true2026.05 | 100 | 0.94 | |
| BARRIERForget Class=Garbage Truck, remain set fine-tuning=false2026.05 | 100 | 7.64 | |
| SalUnForget Class=Garbage Truck, remain set fine-tuning=true2026.05 | 100 | 0.91 | |
| ESDForget Class=Garbage Truck, remain set fine-tuning=true2026.05 | 100 | 2.71 | |
| SalUnForget Class=Gas Pump, remain set fine-tuning=true2026.05 | 100 | 1.05 | |
| ESDForget Class=Gas Pump, remain set fine-tuning=true2026.05 | 100 | 1.99 | |
| SalUnForget Class=Parachute, remain set fine-tuning=true2026.05 | 100 | 1.16 | |
| SalUnForget Class=Average, remain set fine-tuning=true2026.05 | 99.82 | 1.22 | |
| SalUnForget Class=Cassette Player, remain set fine-tuning=true2026.05 | 99.8 | 0.91 | |
| ESDForget Class=French Horn, remain set fine-tuning=true2026.05 | 99.8 | 1.08 | |
| ESDForget Class=Parachute, remain set fine-tuning=true2026.05 | 99.8 | 0.91 | |
| SalUnForget Class=Church, remain set fine-tuning=true2026.05 | 99.6 | 0.9 | |
| ESDForget Class=Golf Ball, remain set fine-tuning=true2026.05 | 99.6 | 0.8 | |
| ESDForget Class=Tench, remain set fine-tuning=true2026.05 | 99.4 | 1.22 | |
| ESDForget Class=Average, remain set fine-tuning=true2026.05 | 99.4 | 1.49 | |
| SEMU-remainForget Class=Garbage Truck, remain set fine-tuning=true2026.05 | 99 | 2.51 | |
| SalUnForget Class=Golf Ball, remain set fine-tuning=true2026.05 | 98.8 | 1.45 | |
| ESDForget Class=Church, remain set fine-tuning=true2026.05 | 98.6 | 1.91 | |
| SEMU-remainForget Class=Cassette Player, remain set fine-tuning=true2026.05 | 98 | 1.36 | |
| SEMUForget Class=French Horn, remain set fine-tuning=false2026.05 | 98 | 4.2 | |
| SEMU-remainForget Class=Gas Pump, remain set fine-tuning=true2026.05 | 98 | 2.48 | |
| BARRIERForget Class=English Springer, remain set fine-tuning=false2026.05 | 97 | 12.6 | |
| ESDForget Class=Chain Saw, remain set fine-tuning=true2026.05 | 96.8 | 1.48 | |
| SEMU-remainForget Class=Chain Saw, remain set fine-tuning=true2026.05 | 96 | 8.54 | |
| SEMU-remainForget Class=Golf Ball, remain set fine-tuning=true2026.05 | 95 | 5.77 | |
| BARRIERForget Class=Parachute, remain set fine-tuning=false2026.05 | 95 | 8.81 | |
| SEMU-remainForget Class=Parachute, remain set fine-tuning=true2026.05 | 95 | 13.85 | |
| SEMU-remainForget Class=Average, remain set fine-tuning=true2026.05 | 94.9 | 6.52 | |
| SEMUForget Class=Tench, remain set fine-tuning=false2026.05 | 94 | 2.31 | |
| SEMU-remainForget Class=English Springer, remain set fine-tuning=true2026.05 | 94 | 4.14 | |
| SEMUForget Class=English Springer, remain set fine-tuning=false2026.05 | 94 | 2.27 | |
| BARRIERForget Class=Cassette Player, remain set fine-tuning=false2026.05 | 94 | 8.8 | |
| FMNForget Class=Cassette Player, remain set fine-tuning=true2026.05 | 93.8 | 0.8 | |
| SEMUForget Class=Cassette Player, remain set fine-tuning=false2026.05 | 92 | 26.23 | |
| SEMU-remainForget Class=Tench, remain set fine-tuning=true2026.05 | 89 | 11.4 | |
| SEMUForget Class=Gas Pump, remain set fine-tuning=false2026.05 | 88 | 1.32 | |
| SEMUForget Class=Garbage Truck, remain set fine-tuning=false2026.05 | 86 | — | |
| SEMU-remainForget Class=Church, remain set fine-tuning=true2026.05 | 85 | 14.3 | |
| SEMUForget Class=Golf Ball, remain set fine-tuning=false2026.05 | 84 | 1.46 | |
| SEMUForget Class=Average, remain set fine-tuning=false2026.05 | 83.8 | 5.56 | |
| BARRIERForget Class=Average, remain set fine-tuning=false2026.05 | 79.6 | 9.14 | |
| BARRIERForget Class=Gas Pump, remain set fine-tuning=false2026.05 | 74 | 10.73 | |
| SEMUForget Class=Church, remain set fine-tuning=false2026.05 | 70 | — | |
| SEMUForget Class=Parachute, remain set fine-tuning=false2026.05 | 68 | — | |
| SEMUForget Class=Chain Saw, remain set fine-tuning=false2026.05 | 64 | 1.12 | |
| BARRIERForget Class=Tench, remain set fine-tuning=false2026.05 | 55 | 9.42 | |
| FMNForget Class=Gas Pump, remain set fine-tuning=true2026.05 | 53.6 | 1.3 | |
| FMNForget Class=Chain Saw, remain set fine-tuning=true2026.05 | 48.4 | 0.94 | |
| BARRIERForget Class=Golf Ball, remain set fine-tuning=false2026.05 | 48 | 8.98 | |
| FMNForget Class=French Horn, remain set fine-tuning=true2026.05 | 45 | 0.99 | |
| FMNForget Class=Average, remain set fine-tuning=true2026.05 | 42.54 | 1.3 | |
| FMNForget Class=Tench, remain set fine-tuning=true2026.05 | 42.4 | 1.63 | |
| FMNForget Class=Garbage Truck, remain set fine-tuning=true2026.05 | 41.4 | 0.92 | |
| FMNForget Class=Parachute, remain set fine-tuning=true2026.05 | 34.4 | 2.33 | |
| BARRIERForget Class=Chain Saw, remain set fine-tuning=false2026.05 | 33 | 7.36 | |
| FMNForget Class=English Springer, remain set fine-tuning=true2026.05 | 27.2 | 1.75 | |
| FMNForget Class=Church, remain set fine-tuning=true2026.05 | 23.8 | 1.32 | |
| FMNForget Class=Golf Ball, remain set fine-tuning=true2026.05 | 15.4 | 1.05 |