Clustering (Glass) on CMUface
0.7665NMIESMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ESMCProtocol=Average of 10 runs2025.11 | 0.7665 | — | |
| Multi-Sub2024.11 | 0.487 | 0.8324 | |
| Multi-SubProtocol=Average of 10 runs2025.11 | 0.487 | — | |
| CLIPlabelzero-shot=true, label_source=ground truth2024.04 | 0.4686 | 0.7505 | |
| Multi-MaP2024.04 | 0.3402 | 0.7068 | |
| AugDMC2024.11 | 0.3402 | 0.7068 | |
| Multi-MapProtocol=Average of 10 runs2025.11 | 0.3402 | — | |
| CLIPGPTzero-shot=true, label_source=GPT-42024.04 | 0.2905 | 0.6869 | |
| Multi-MaP2024.11 | 0.2261 | 0.7663 | |
| DDMCProtocol=Average of 10 runs2025.11 | 0.2261 | — | |
| iMClusts2024.04 | 0.1929 | 0.5627 | |
| iMClusts2024.11 | 0.1929 | 0.5627 | |
| ENRC2024.04 | 0.1493 | 0.6209 | |
| ENRC2024.11 | 0.1493 | 0.6209 | |
| ENRCProtocol=Average of 10 runs2025.11 | 0.1493 | — | |
| MSC2024.04 | 0.142 | 0.5745 | |
| MSC2024.11 | 0.142 | 0.5745 | |
| iMClustsProtocol=Average of 10 runs2025.11 | 0.1299 | — | |
| MCV2024.04 | 0.1201 | 0.4905 | |
| MCV2024.11 | 0.1201 | 0.4905 | |
| MCVProtocol=Average of 10 runs2025.11 | 0.1201 | — | |
| AugDMC2024.04 | 0.1039 | 0.5361 | |
| DDMC2024.11 | 0.1039 | 0.5361 | |
| AugDMCProtocol=Average of 10 runs2025.11 | 0.1039 | — | |
| AugDMC2025.11 | — | 0.5361 | |
| DDMC2025.11 | — | 0.7663 | |
| ENRC2025.11 | — | 0.6209 | |
| ESMC2025.11 | — | 0.9259 | |
| iMClusts2025.11 | — | 0.5627 | |
| MCV2025.11 | — | 0.4955 | |
| Multi-Map2025.11 | — | 0.7068 | |
| Multi-Sub2025.11 | — | 0.8324 |