Image Classification on CUB200 (Round-based Accuracy Evaluation)
59.98Accuracy (Round 1)Ours
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OursHuman Annotator=Yes, VLM Annotator=Yes2026.05 | 59.98 | 62.94 | 67.55 | 70.58 | 71.67 | |
| ISOALHuman Annotator=Yes, VLM Annotator=No2026.05 | 58.86 | 61.81 | 66.74 | 67.98 | 71.37 | |
| EntropyHuman Annotator=Yes, VLM Annotator=No2026.05 | 34.73 | 43.19 | 50.79 | 56.77 | 60.93 | |
| RandomHuman Annotator=Yes, VLM Annotator=No2026.05 | 34.41 | 41.89 | 47.99 | 53.51 | 58.09 | |
| BADGEHuman Annotator=Yes, VLM Annotator=No2026.05 | 34.24 | 41.87 | 48.57 | 55.96 | 60.28 |