Visual Question Localization and Answering on New N/O classes (t=1)
0.8696AccuracyFine-tuning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fine-tuningCL Setting=W/O CL2023.07 | 0.8696 | 0.8041 | |
| CS-VQLACL Setting=W/I CL2023.07 | 0.7826 | 0.7859 | |
| LwFCL Setting=W/I CL2023.07 | 0.7391 | 0.7747 | |
| PASSCL Setting=W/I CL2023.07 | 0.6957 | 0.776 | |
| CLIMBCL Setting=W/I CL2023.07 | 0.6957 | 0.7737 | |
| SSRECL Setting=W/I CL2023.07 | 0.6522 | 0.7607 | |
| CLVQACL Setting=W/I CL2023.07 | 0.6522 | 0.7836 | |
| IL2ACL Setting=W/I CL2023.07 | 0.5652 | 0.782 | |
| WACL Setting=W/I CL2023.07 | 0.5217 | 0.781 | |
| iCaRLCL Setting=W/I CL2023.07 | 0.4348 | 0.7951 |