Edge Detection on BSDS500
85.24Mean PrecisionMTS-DR-2
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MTS-DR-2M=4, C=32, Params=1.717M, GFLOPs=19.7352025.04 | 85.24 | 74.4 | 75.8 | 69.2 | 69.5 | 60.79 | — | — | |
| MTS-DR-4M=4, C=16, Params=610.579K, GFLOPs=12.0272025.04 | 84.28 | 73.5 | 75 | 68.6 | 69.5 | 60.04 | — | — | |
| MTS-DR-3M=2, C=16, Params=478.419K, GFLOPs=4.7582025.04 | 84.16 | 73.5 | 75 | 67.4 | 68.2 | 60.23 | — | — | |
| MTS-DR-1M=2, C=32, Params=1.599M, GFLOPs=15.1122025.04 | 84.04 | 73.4 | 75 | 67.7 | 68.3 | 60.36 | — | — | |
| TEEDParams=58.91K, GFLOPs=0.9552025.04 | 82.94 | 70.4 | 71.1 | 61.4 | 61.4 | 53.78 | — | — | |
| XYW-NetParams=808.831K, GFLOPs=11.0422025.04 | 82.02 | 72 | 73.7 | 63.9 | 64.8 | 58.61 | — | — | |
| DexiNedParams=35.215M, GFLOPs=66.9432025.04 | 80.73 | 70.7 | 71 | 63.6 | 64.2 | 59.13 | — | — | |
| PidinetParams=710.149K, GFLOPs=10.562025.04 | 79.26 | 69.1 | 69.3 | 61.2 | 61.3 | 58.48 | — | — | |
| TinyVICL2026.06 | 0.2587 | — | — | — | — | — | 0.4685 | 0.31 | |
| MAE-VQGAN2026.06 | 0.1201 | — | — | — | — | — | 0.027 | 0.0397 | |
| Copy Context2026.06 | 0.0845 | — | — | — | — | — | 0.0884 | 0.0782 | |
| LVM2026.06 | 0.0729 | — | — | — | — | — | 0.2689 | 0.0752 | |
| Copy Query2026.06 | 0.0649 | — | — | — | — | — | 0.3184 | 0.0962 | |
| DeLVMParameters=1B2026.06 | 0.0068 | — | — | — | — | — | 0.0067 | 0.0028 | |
| DeLVMParameters=300M2026.06 | 0.0065 | — | — | — | — | — | 0.0009 | 0.0014 |