Graph Classification on HIV (Accuracy)
62.18AccuracyGRAPHGLUE
Evaluation results
| Method | Links | |
|---|---|---|
| GRAPHGLUEtransfer_type=intra-domain, shots=5-shot2026.02 | 62.18 | |
| GRAPHGLUETransfer Type=Cross-domain, Setting=5-shot2026.02 | 61.55 | |
| GFTtransfer_type=intra-domain, shots=5-shot2026.02 | 61.03 | |
| GCOPEShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 60.67 | |
| GraphSAGEtransfer_type=intra-domain, shots=5-shot2026.02 | 60.59 | |
| GRAPHGLUEsetting=1-shot, transfer=cross-domain2026.02 | 60.22 | |
| GCOPEtransfer_type=intra-domain, shots=5-shot2026.02 | 60.05 | |
| RAGraphtransfer_type=intra-domain, shots=5-shot2026.02 | 59.23 | |
| GINtransfer_type=intra-domain, shots=5-shot2026.02 | 59.12 | |
| SAMGPTtransfer_type=intra-domain, shots=5-shot2026.02 | 59.09 | |
| GFTsetting=1-shot, transfer=cross-domain2026.02 | 58.94 | |
| GCOPEsetting=1-shot, transfer=cross-domain2026.02 | 58.93 | |
| GRAPHGLUEShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 58.53 | |
| GCOPETransfer Type=Cross-domain, Setting=5-shot2026.02 | 58.47 | |
| GCCtransfer_type=intra-domain, shots=5-shot2026.02 | 58.34 | |
| GFTShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 58.17 | |
| GraphMAETransfer Type=Cross-domain, Setting=5-shot2026.02 | 57.81 | |
| GCNtransfer_type=intra-domain, shots=5-shot2026.02 | 57.81 | |
| GraphMAEtransfer_type=intra-domain, shots=5-shot2026.02 | 57.81 | |
| GFTTransfer Type=Cross-domain, Setting=5-shot2026.02 | 57.68 | |
| SAMGPTTransfer Type=Cross-domain, Setting=5-shot2026.02 | 57.63 | |
| GCCTransfer Type=Cross-domain, Setting=5-shot2026.02 | 57.41 | |
| GraphSAGEsetting=1-shot, transfer=cross-domain2026.02 | 56.78 | |
| GraphSAGEShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 56.78 | |
| RAGraphTransfer Type=Cross-domain, Setting=5-shot2026.02 | 56.32 | |
| MDGFMTransfer Type=Cross-domain, Setting=5-shot2026.02 | 55.79 | |
| RAGraphShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 55.73 | |
| SAMGPTsetting=1-shot, transfer=cross-domain2026.02 | 55.48 | |
| MDGFMtransfer_type=intra-domain, shots=5-shot2026.02 | 54.73 | |
| RAGraphsetting=1-shot, transfer=cross-domain2026.02 | 54.26 | |
| MDGFMShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 53.03 | |
| DGIsetting=1-shot, transfer=cross-domain2026.02 | 52.8 | |
| DGIShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 52.8 | |
| GraphMAEsetting=1-shot, transfer=cross-domain2026.02 | 52.78 | |
| GINsetting=1-shot, transfer=cross-domain2026.02 | 52.63 | |
| GCCsetting=1-shot, transfer=cross-domain2026.02 | 52.63 | |
| GINShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 52.63 | |
| GCCShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 52.63 | |
| GCNsetting=1-shot, transfer=cross-domain2026.02 | 52.56 | |
| GCNShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 52.56 | |
| GraphMAEShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 52.56 | |
| SAMGPTShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 52.38 | |
| DGITransfer Type=Cross-domain, Setting=5-shot2026.02 | 52.23 | |
| DGItransfer_type=intra-domain, shots=5-shot2026.02 | 52.23 | |
| MDGFMsetting=1-shot, transfer=cross-domain2026.02 | 51.46 | |
| GraphSAGETransfer Type=Cross-domain, Setting=5-shot2026.02 | 50.59 | |
| GINTransfer Type=Cross-domain, Setting=5-shot2026.02 | 49.12 | |
| PRODIGYTransfer Type=Cross-domain, Setting=5-shot2026.02 | 48.65 | |
| PRODIGYtransfer_type=intra-domain, shots=5-shot2026.02 | 48.65 | |
| GCNTransfer Type=Cross-domain, Setting=5-shot2026.02 | 47.81 | |
| PRODIGYsetting=1-shot, transfer=cross-domain2026.02 | 41.78 | |
| PRODIGYShot=1-shot, Transfer Type=intra-domain transfer2026.02 | 41.78 |