Clustering (Color) on Fruit360
0.6952NMIESMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ESMCProtocol=Average of 10 runs2025.11 | 0.6952 | — | |
| Multi-Sub2024.11 | 0.6654 | 0.8821 | |
| Multi-SubProtocol=Average of 10 runs2025.11 | 0.6654 | — | |
| Multi-MaP2024.04 | 0.6239 | 0.8243 | |
| AugDMC2024.11 | 0.6239 | 0.8243 | |
| Multi-MapProtocol=Average of 10 runs2025.11 | 0.6239 | — | |
| CLIPlabelzero-shot=true, label_source=ground truth2024.04 | 0.5746 | 0.7673 | |
| CLIPGPTzero-shot=true, label_source=GPT-42024.04 | 0.5613 | 0.7305 | |
| Multi-MaP2024.11 | 0.4981 | 0.7472 | |
| DDMCProtocol=Average of 10 runs2025.11 | 0.4981 | — | |
| AugDMC2024.04 | 0.4594 | 0.7392 | |
| DDMC2024.11 | 0.4594 | 0.7392 | |
| AugDMCProtocol=Average of 10 runs2025.11 | 0.4594 | — | |
| ENRC2024.04 | 0.4264 | 0.6868 | |
| ENRC2024.11 | 0.4264 | 0.6868 | |
| ENRCProtocol=Average of 10 runs2025.11 | 0.4264 | — | |
| iMClusts2024.04 | 0.4097 | 0.6841 | |
| iMClusts2024.11 | 0.4097 | 0.6841 | |
| iMClustsProtocol=Average of 10 runs2025.11 | 0.4097 | — | |
| MCVProtocol=Average of 10 runs2025.11 | 0.3777 | — | |
| MCV2024.04 | 0.3776 | 0.6791 | |
| MCV2024.11 | 0.3776 | 0.6791 | |
| MSC2024.04 | 0.2544 | 0.6054 | |
| MSC2024.11 | 0.2544 | 0.6054 |