Clustering (Color) on Flowers
72.83NMIESMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ESMCProtocol=Average of 10 runs2025.11 | 72.83 | — | |
| Multi-Sub2024.11 | 69.4 | 88.43 | |
| Multi-SubProtocol=Average of 10 runs2025.11 | 69.4 | — | |
| Multi-MaP2024.04 | 64.26 | 79.84 | |
| AugDMC2024.11 | 64.26 | 79.84 | |
| Multi-MapProtocol=Average of 10 runs2025.11 | 64.26 | — | |
| Multi-MaP2024.11 | 63.27 | 78.87 | |
| DDMCProtocol=Average of 10 runs2025.11 | 63.27 | — | |
| CLIPlabelzero-shot=true, label_source=ground truth2024.04 | 58.28 | 78.36 | |
| CLIPGPTzero-shot=true, label_source=GPT-42024.04 | 56.53 | 76.29 | |
| AugDMC2024.04 | 35.56 | 69.31 | |
| DDMC2024.11 | 35.56 | 69.31 | |
| AugDMCProtocol=Average of 10 runs2025.11 | 35.56 | — | |
| ENRC2024.04 | 33.29 | 62.14 | |
| ENRC2024.11 | 33.29 | 62.14 | |
| ENRCProtocol=Average of 10 runs2025.11 | 33.29 | — | |
| iMClusts2024.04 | 31.69 | 61.27 | |
| iMClusts2024.11 | 31.69 | 61.27 | |
| iMClustsProtocol=Average of 10 runs2025.11 | 31.69 | — | |
| MCV2024.04 | 29.38 | 58.6 | |
| MCV2024.11 | 29.38 | 58.6 | |
| MCVProtocol=Average of 10 runs2025.11 | 29.38 | — | |
| MSC2024.04 | 25.61 | 59.65 | |
| MSC2024.11 | 25.61 | 59.65 | |
| AugDMC2025.11 | — | 69.31 | |
| DDMC2025.11 | — | 78.87 | |
| ENRC2025.11 | — | 62.14 | |
| ESMC2025.11 | — | 89.92 | |
| iMClusts2025.11 | — | 61.27 | |
| MCV2025.11 | — | 58.6 | |
| Multi-Map2025.11 | — | 79.84 | |
| Multi-Sub2025.11 | — | 88.43 |