Continuous Sign Language Recognition on PHOENIX14 2015 (dev)
18.1WERTCNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TCNetBackbone=ResNet18, FLOPs=932.1G, Parameters=19.3M2024.03 | 18.1 | 5.5 | 2.4 | |
| CorrNetBackbone=ResNet18, FLOPs=1035.4G, Parameters=20.5M2024.03 | 18.8 | 5.6 | 2.8 | |
| SENBackbone=ResNet18, FLOPs=1144.2G, Parameters=23.1M2024.03 | 19.5 | 5.8 | 2.6 | |
| TLPBackbone=ResNet18, FLOPs=2950.5G, Parameters=48.0M2024.03 | 19.7 | 6.3 | 2.8 | |
| C2SLR*Backbone=ResNet18, FLOPs=1124.6G, Parameters=32.6M2024.03 | 20.5 | 6.8 | 3 | |
| SMKDBackbone=ResNet18, FLOPs=1032.3G, Parameters=20.3M2024.03 | 20.8 | 6.8 | 2.5 | |
| STMC*Backbone=VGG11, FLOPs=1742.1G, Parameters=40.71M2024.03 | 21.1 | 7.7 | 3.4 | |
| VACBackbone=ResNet18, FLOPs=1120.4G, Parameters=22.3M2024.03 | 21.2 | 7.9 | 2.5 | |
| CMABackbone=GoogLeNet2024.03 | 21.3 | 7.3 | 2.7 | |
| DNF*Backbone=GoogLeNet, FLOPs=1487.3G, Parameters=43.30M2024.03 | 23.1 | 7.3 | 3.3 | |
| FCNBackbone=Custom, FLOPs=983.0G, Parameters=20.3M2024.03 | 23.7 | 7.8 | 4.7 | |
| HMM*Backbone=GoogLeNet, FLOPs=1488.2G, Parameters=44.0M2024.03 | 26 | 8.1 | 3.8 | |
| SFLBackbone=ResNet18, FLOPs=1180.2G, Parameters=33.7M2024.03 | 26.2 | 7.9 | 6.5 | |
| CanonSLR2026.04 | 33.22 | 13.39 | 2.15 | |
| SignGraphVenue=CVPR 20242026.04 | 34.65 | 11.58 | 2.65 | |
| CorrNetVenue=CVPR 20232026.04 | 34.93 | 12.5 | 2.36 | |
| SENVenue=AAAI 20232026.04 | 37.77 | 14.77 | 2.61 | |
| MMTLBVenue=CVPR 20222026.04 | 38.89 | 12.88 | 4.33 | |
| VACVenue=ICCV 20212026.04 | 39.85 | 16.2 | 2.35 | |
| C2SLRVenue=CVPR 20222026.04 | 41.9 | 19.1 | 2.4 | |
| HSTEVenue=ICASSP 20252026.04 | 42.03 | 17.21 | 2.11 | |
| SMKDVenue=ICCV 20212026.04 | 42.83 | 17.61 | 2.06 | |
| MSKAVenue=PR 20252026.04 | 45.25 | — | — |