Clustering (Color) on Stanford Cars
81.38NMIESMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ESMCProtocol=Average of 10 runs2025.11 | 81.38 | — | |
| Multi-Sub2024.11 | 75.33 | 93.87 | |
| Multi-SubProtocol=Average of 10 runs2025.11 | 75.33 | — | |
| Multi-MaP2024.04 | 73.6 | 91.93 | |
| AugDMC2024.11 | 73.6 | 91.93 | |
| Multi-MapProtocol=Average of 10 runs2025.11 | 73.6 | — | |
| Multi-MaP2024.11 | 68.99 | 87.65 | |
| DDMCProtocol=Average of 10 runs2025.11 | 68.99 | — | |
| CLIPlabelzero-shot=true, label_source=ground truth2024.04 | 68.3 | 86.42 | |
| CLIPGPTzero-shot=true, label_source=GPT-42024.04 | 65.39 | 82.37 | |
| AugDMC2024.04 | 27.36 | 75.25 | |
| DDMC2024.11 | 27.36 | 75.25 | |
| AugDMCProtocol=Average of 10 runs2025.11 | 27.36 | — | |
| ENRC2024.04 | 24.65 | 67.79 | |
| ENRC2024.11 | 24.65 | 67.79 | |
| ENRCProtocol=Average of 10 runs2025.11 | 24.65 | — | |
| iMClusts2024.04 | 23.36 | 65.52 | |
| iMClusts2024.11 | 23.36 | 65.52 | |
| iMClustsProtocol=Average of 10 runs2025.11 | 23.36 | — | |
| MSC2024.04 | 23.31 | 61.58 | |
| MSC2024.11 | 23.31 | 61.58 | |
| MCV2024.04 | 21.03 | 58.02 | |
| MCV2024.11 | 21.03 | 58.02 | |
| MCVProtocol=Average of 10 runs2025.11 | 21.03 | — | |
| AugDMC2025.11 | — | 75.25 | |
| DDMC2025.11 | — | 87.65 | |
| ENRC2025.11 | — | 67.79 | |
| ESMC2025.11 | — | 92.35 | |
| iMClusts2025.11 | — | 65.52 | |
| MCV2025.11 | — | 58.02 | |
| Multi-Map2025.11 | — | 91.93 | |
| Multi-Sub2025.11 | — | 93.87 |