Visual Question Answering on CL-VQA 2.0
71.03Average ScoreECA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ECA# Trainable Params=21.74 M2026.06 | 71.03 | 1.13 | 19.13 | |
| MoE-LoRA# Trainable Params=195.71 M2026.06 | 70.68 | 1.02 | 18.7 | |
| LwF# Trainable Params=21.74 M2026.06 | 69.71 | 0.59 | 18.45 | |
| Vanilla (PA)# Trainable Params=21.74 M2026.06 | 67.54 | -2.25 | 15.51 | |
| CODA-Prompt# Trainable Params=24.37 M2026.06 | 66.47 | 1.04 | 13.84 | |
| Dual-Prompt# Trainable Params=22.88 M2026.06 | 65.76 | 0.9 | 13.09 | |
| EWC# Trainable Params=21.74 M2026.06 | 63.79 | -0.92 | 15.43 | |
| ZeroShot# Trainable Params=0 M2026.06 | 49.89 | — | — |