Camouflaged Object Detection on CAMO (test) (S_alpha, F_w_beta, E_m, F_m_beta, MAE)
87.6S_alphaFP32
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FP32Model=CFRN, Quantization Bits=FP322026.04 | 87.6 | 84.4 | 93.4 | 87.7 | 4.2 | |
| NaiveModel=CFRN, Quantization Bits=W8A82026.04 | 87.5 | 84.3 | 93.3 | 87.6 | 4.2 | |
| NaiveModel=CFRN, Quantization Bits=W4A82026.04 | 86.4 | 82.6 | 92.3 | 86.1 | 4.7 | |
| COD-TDQModel=CFRN, Quantization Bits=W4A42026.04 | 81.3 | 72.4 | 86.4 | 79.5 | 7 | |
| RepQ-ViTModel=CFRN, Quantization Bits=W4A42026.04 | 67.6 | 60.8 | 75 | 65.6 | 9.9 | |
| IGQ-ViTModel=CFRN, Quantization Bits=W4A42026.04 | 67.4 | 60.1 | 74.8 | 65.8 | 11.3 | |
| PTQ4SAMModel=CFRN, Quantization Bits=W4A42026.04 | 67.1 | 59.1 | 74 | 65.3 | 10.6 | |
| FIMA-QModel=CFRN, Quantization Bits=W4A42026.04 | 59.5 | 54.9 | 65.9 | 55.3 | 13 | |
| ARCQuantModel=CFRN, Quantization Bits=W4A42026.04 | 53.4 | 51 | 65.7 | 62.9 | 11.7 | |
| PQ-SAMModel=CFRN, Quantization Bits=W4A42026.04 | 46.4 | 22.8 | 51.1 | 39.8 | 12.1 | |
| NaiveModel=CFRN, Quantization Bits=W4A42026.04 | 41.8 | 6.1 | 31.4 | 33.2 | 18.2 | |
| AHCPTQModel=CFRN, Quantization Bits=W4A42026.04 | 41.7 | 6 | 31.3 | 32.9 | 18.2 | |
| QuaRTZModel=CFRN, Quantization Bits=W4A42026.04 | 41.6 | 5.4 | 30.9 | 32.4 | 18.2 | |
| ORQ-ViTModel=CFRN, Quantization Bits=W4A42026.04 | 41.5 | 6.9 | 30.3 | 32.1 | 18.1 | |
| PTQ4ViTModel=CFRN, Quantization Bits=W4A42026.04 | 41 | 6.1 | 35.2 | 31.8 | 18.1 | |
| NoisyQuantModel=CFRN, Quantization Bits=W4A42026.04 | 40.8 | 11.2 | 49.8 | 33.1 | 19 | |
| post-GELUModel=CFRN, Quantization Bits=W4A42026.04 | 40.3 | 9.3 | 46.9 | 31.9 | 18.5 | |
| SmoothQuantModel=CFRN, Quantization Bits=W4A42026.04 | 39.7 | 11.8 | 52.6 | 32.1 | 14 |