Graph Classification on imdb-binary (test)
76.7Micro F1APT-P
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| APT-PEvaluation Protocol=fine-tune2023.11 | 76.7 | 3.7 | |
| APT-REvaluation Protocol=fine-tune2023.11 | 76.6 | 3.3 | |
| APT-GEvaluation Protocol=fine-tune2023.11 | 76.29 | 4.7 | |
| APTEvaluation Protocol=fine-tune2023.11 | 76.27 | 3 | |
| GCCEvaluation Protocol=fine-tune2023.11 | 76.19 | 4.7 | |
| APT-L2Evaluation Protocol=fine-tune2023.11 | 75.93 | 3.7 | |
| GCCEvaluation Protocol=rand, fine-tune2023.11 | 75.8 | 7.3 | |
| APT-REvaluation Protocol=freeze2023.11 | 73.98 | 3 | |
| APT-L2Evaluation Protocol=freeze2023.11 | 73.54 | 2.3 | |
| APT-GEvaluation Protocol=freeze2023.11 | 73.1 | 4.3 | |
| GCCEvaluation Protocol=freeze2023.11 | 73.09 | 5.3 | |
| APTEvaluation Protocol=freeze2023.11 | 73 | 3 | |
| APT-PEvaluation Protocol=freeze2023.11 | 72.83 | 3 | |
| GIN2023.11 | 72 | 6 | |
| DGCNN2023.11 | 71 | 11.3 | |
| JOAOEvaluation Protocol=fine-tune2023.11 | 68.5 | 10 | |
| JOAOEvaluation Protocol=rand, fine-tune2023.11 | 67.7 | 10 | |
| GraphCLEvaluation Protocol=fine-tune2023.11 | 66.9 | 10.7 | |
| InfoGraph2023.11 | 66.58 | 7.7 | |
| JOAOEvaluation Protocol=freeze2023.11 | 63.9 | 9.3 | |
| GraphCLEvaluation Protocol=rand, fine-tune2023.11 | 63.6 | 12.7 | |
| graph2vec2023.11 | 56.2 | 7.7 | |
| GraphCLEvaluation Protocol=freeze2023.11 | 55.1 | 9.3 | |
| Random2023.11 | 49.3 | 11 |