Image Classification on STL (test)
99AccuracySupervised CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Supervised CLIPTraining Protocol=Supervised2021.06 | 99 | — | |
| CLIP + EB βTraining Protocol=Zero-shot SSL compressor2021.06 | 98.7 | 35 | |
| SMPNNLabels=10002024.10 | 76.7 | — | |
| DIFFormer-sLabels=10002024.10 | 76.4 | — | |
| DIFFormer-aLabels=10002024.10 | 75.3 | — | |
| MLPLabels=10002024.10 | 75 | — | |
| GLCNLabels=10002024.10 | 74.3 | — | |
| ManiRegLabels=10002024.10 | 74.2 | — | |
| GAT-kNNLabels=10002024.10 | 73.9 | — | |
| SMPNNLabels=5002024.10 | 73.9 | — | |
| GCN-kNNLabels=10002024.10 | 73.7 | — | |
| DIFFormer-sLabels=5002024.10 | 73.7 | — | |
| MLPLabels=5002024.10 | 73 | — | |
| DIFFormer-aLabels=5002024.10 | 72.9 | — | |
| ManiRegLabels=5002024.10 | 72.5 | — | |
| GLCNLabels=5002024.10 | 72.4 | — | |
| GCN-kNNLabels=5002024.10 | 72.1 | — | |
| GAT-kNNLabels=5002024.10 | 72 | — | |
| SMPNNLabels=1002024.10 | 67.9 | — | |
| DIFFormer-sLabels=1002024.10 | 67.8 | — | |
| GCN-kNNLabels=1002024.10 | 66.9 | — | |
| DIFFormer-aLabels=1002024.10 | 66.8 | — | |
| ManiRegLabels=1002024.10 | 66.5 | — | |
| GAT-kNNLabels=1002024.10 | 66.5 | — | |
| GLCNLabels=1002024.10 | 66.4 | — | |
| MLPLabels=1002024.10 | 66.2 | — |