Continuous Sign Language Recognition on PHOENIX14 2015 (test)
5.4Deletion RateTCNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TCNetBackbone=ResNet18, FLOPs=932.1G, Parameters=19.3M2024.03 | 5.4 | 2 | 18.9 | |
| CorrNetBackbone=ResNet18, FLOPs=1035.4G, Parameters=20.5M2024.03 | 5.7 | 2.3 | 19.4 | |
| TLPBackbone=ResNet18, FLOPs=2950.5G, Parameters=48.0M2024.03 | 6.1 | 2.9 | 20.8 | |
| SMKDBackbone=ResNet18, FLOPs=1032.3G, Parameters=20.3M2024.03 | 6.3 | 2.3 | 21 | |
| DNF*Backbone=GoogLeNet, FLOPs=1487.3G, Parameters=43.30M2024.03 | 6.7 | 3.3 | 22.9 | |
| C2SLR*Backbone=ResNet18, FLOPs=1124.6G, Parameters=32.6M2024.03 | 7.1 | 2.5 | 20.4 | |
| FCNBackbone=Custom, FLOPs=983.0G, Parameters=20.3M2024.03 | 7.2 | 4.5 | 23.9 | |
| CMABackbone=GoogLeNet2024.03 | 7.3 | 2.4 | 21.9 | |
| SENBackbone=ResNet18, FLOPs=1144.2G, Parameters=23.1M2024.03 | 7.3 | 4 | 21 | |
| STMC*Backbone=VGG11, FLOPs=1742.1G, Parameters=40.71M2024.03 | 7.4 | 2.6 | 20.7 | |
| SFLBackbone=ResNet18, FLOPs=1180.2G, Parameters=33.7M2024.03 | 7.5 | 6.3 | 26.8 | |
| HMM*Backbone=GoogLeNet, FLOPs=1488.2G, Parameters=44.0M2024.03 | 8.2 | 3.6 | 26 | |
| VACBackbone=ResNet18, FLOPs=1120.4G, Parameters=22.3M2024.03 | 8.4 | 2.6 | 22.3 |