Camouflaged Object Detection on CAMO (Sα, Fwβ, Em, Fmβ, MAE)
87.55SαFP32
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FP32Precision=FP322026.04 | 87.55 | 84.88 | 93.72 | 87.42 | 0.0408 | |
| Naive W8A8Precision=W8A82026.04 | 87.55 | 84.88 | 93.72 | 87.42 | 0.0408 | |
| Naive W4A8Precision=W4A82026.04 | 86.69 | 83.86 | 92.96 | 86.7 | 0.0445 | |
| COD-TDQPrecision=W4A42026.04 | 85.28 | 81.97 | 91.58 | 85.17 | 0.0502 | |
| RepQ-ViTPrecision=W4A42026.04 | 77.07 | 70.14 | 84.82 | 75.14 | 0.0786 | |
| IGQ-ViTPrecision=W4A42026.04 | 75.11 | 69.25 | 83.93 | 74.99 | 0.0827 | |
| PTQ4SAMPrecision=W4A42026.04 | 72.09 | 65.16 | 79.84 | 70.16 | 0.0988 | |
| FIMA-QPrecision=W4A42026.04 | 68.59 | 57.84 | 74.91 | 64.43 | 0.1209 | |
| PTQ4ViTPrecision=W4A42026.04 | 67.48 | 56.76 | 72.34 | 63.12 | 0.1219 | |
| NoisyQuantPrecision=W4A42026.04 | 65.11 | 54.14 | 70.66 | 62.98 | 0.1378 | |
| PQ-SAMPrecision=W4A42026.04 | 49.24 | 23.42 | 44.29 | 31.53 | 0.1613 | |
| post-GELUPrecision=W4A42026.04 | 47.16 | 18.36 | 40.35 | 25.44 | 0.1681 | |
| ORQ-ViTPrecision=W4A42026.04 | 46.82 | 18.05 | 40.01 | 25.16 | 0.1689 | |
| Naive W4A4Precision=W4A42026.04 | 46.8 | 18.02 | 39.98 | 25.14 | 0.1687 |