Zero-shot Image Classification on CUB GBU
55.6Top-1 AccuracySYNC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SYNCEvaluation Setting=GBU2017.11 | 55.6 | 11.5 | 70.9 | 19.8 | |
| RELATION NETEvaluation Setting=GBU2017.11 | 55.6 | 38.1 | 61.1 | 47 | |
| ALEEvaluation Setting=GBU2017.11 | 54.9 | 23.7 | 62.8 | 34.4 | |
| SJEEvaluation Setting=GBU2017.11 | 53.9 | 23.5 | 59.2 | 33.6 | |
| ESZSLEvaluation Setting=GBU2017.11 | 53.9 | 12.6 | 63.8 | 21 | |
| DEVISEEvaluation Setting=GBU2017.11 | 52 | 23.8 | 53 | 32.8 | |
| DEMEvaluation Setting=GBU2017.11 | 51.7 | 19.6 | 54 | 13.6 | |
| LATEMEvaluation Setting=GBU2017.11 | 49.3 | 15.2 | 57.3 | 24 | |
| SSEEvaluation Setting=GBU2017.11 | 43.9 | 8.5 | 46.9 | 14.4 | |
| DAPEvaluation Setting=GBU2017.11 | 40 | 1.7 | 67.9 | 3.3 | |
| CONSEEvaluation Setting=GBU2017.11 | 34.3 | 1.6 | 72.2 | 3.1 | |
| SAEEvaluation Setting=GBU2017.11 | 33.3 | 7.8 | 57.9 | 29.2 |