Zero-shot Image Classification on AwA2 GBU
67.1Top-1 AccuracyDEM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEMEvaluation Setting=GBU2017.11 | 67.1 | 30.5 | 86.4 | 45.1 | |
| RELATION NETEvaluation Setting=GBU2017.11 | 64.2 | 30 | 93.4 | 45.3 | |
| ALEEvaluation Setting=GBU2017.11 | 62.5 | 14 | 81.8 | 23.9 | |
| SJEEvaluation Setting=GBU2017.11 | 61.9 | 8 | 73.9 | 14.4 | |
| SSEEvaluation Setting=GBU2017.11 | 61 | 8.1 | 82.5 | 14.8 | |
| DEVISEEvaluation Setting=GBU2017.11 | 59.7 | 17.1 | 74.7 | 27.8 | |
| ESZSLEvaluation Setting=GBU2017.11 | 58.6 | 5.9 | 77.8 | 11 | |
| LATEMEvaluation Setting=GBU2017.11 | 55.8 | 11.5 | 77.3 | 20 | |
| SAEEvaluation Setting=GBU2017.11 | 54.1 | 1.1 | 82.2 | 2.2 | |
| SYNCEvaluation Setting=GBU2017.11 | 46.6 | 10 | 90.5 | 18 | |
| DAPEvaluation Setting=GBU2017.11 | 46.1 | 0 | 84.7 | 0 | |
| CONSEEvaluation Setting=GBU2017.11 | 44.5 | 0.5 | 90.6 | 1 |