Scene Graph Anticipation on Action Genome AGS, F=0.5
24mR@10STTran++ + IMPARTAIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STTran++ + IMPARTAILConstraint=No2024.11 | 24 | 34.9 | 50.5 | |
| SceneSayerSDE + IMPARTAILConstraint=No2024.11 | 23.6 | 34.3 | 50.6 | |
| SceneSayerSDEConstraint=No2024.11 | 22.9 | 34.3 | 51 | |
| SceneSayerODE + IMPARTAILConstraint=No2024.11 | 22.7 | 33.6 | 49.7 | |
| DSGDetr++ + IMPARTAILConstraint=No2024.11 | 22.6 | 35.2 | 52.5 | |
| SceneSayerSDE + IMPARTAILConstraint=No2024.11 | 21.8 | 31.4 | 45.4 | |
| STTran++Constraint=No2024.11 | 20.9 | 32.5 | 50.1 | |
| STTran++ + IMPARTAILConstraint=With2024.11 | 20.2 | 22 | 22 | |
| DSGDetr++Constraint=No2024.11 | 19.9 | 32.3 | 50.6 | |
| DSGDetr++ + IMPARTAILConstraint=With2024.11 | 18.6 | 20.1 | 20.1 | |
| SceneSayerODEConstraint=No2024.11 | 16.9 | 26.3 | 45.7 | |
| SceneSayerSDE + IMPARTAILConstraint=With2024.11 | 15.7 | 17.9 | 17.9 | |
| SceneSayerODE + IMPARTAILConstraint=No2024.11 | 15.6 | 24.8 | 39.7 | |
| SceneSayerSDEConstraint=No2024.11 | 15.4 | 23.7 | 38.7 | |
| SceneSayerSDEConstraint=With2024.11 | 15.2 | 17.5 | 17.5 | |
| DSGDetr++Constraint=With2024.11 | 15 | 16.3 | 16.3 | |
| SceneSayerODE + IMPARTAILConstraint=With2024.11 | 14.5 | 16.4 | 16.4 | |
| STTran++Constraint=With2024.11 | 14.3 | 15.8 | 15.8 | |
| SceneSayerODEConstraint=No2024.11 | 14 | 22.3 | 36.5 | |
| STTran++Constraint=No2024.11 | 13.9 | 21.3 | 38.5 | |
| DSGDetr++ + IMPARTAILConstraint=No2024.11 | 13.1 | 21.6 | 39.6 | |
| STTran++ + IMPARTAILConstraint=No2024.11 | 12.1 | 20 | 39.6 | |
| DSGDetr++Constraint=No2024.11 | 11.8 | 18.2 | 36.1 | |
| SceneSayerODEConstraint=With2024.11 | 11.2 | 12.8 | 12.8 | |
| STTran++ + IMPARTAILConstraint=With2024.11 | 9.3 | 18.7 | 20.9 | |
| DSGDetr++ + IMPARTAILConstraint=With2024.11 | 8.9 | 17 | 18.6 | |
| STTran++Constraint=With2024.11 | 7.9 | 16.4 | 18.4 | |
| DSGDetr++Constraint=With2024.11 | 7.4 | 13.4 | 14.6 | |
| SceneSayerSDE + IMPARTAILConstraint=With2024.11 | 7.4 | 19.1 | 27.7 | |
| SceneSayerODE + IMPARTAILConstraint=With2024.11 | 6.8 | 16.1 | 22 | |
| SceneSayerSDEConstraint=With2024.11 | 6.4 | 13.7 | 18.3 | |
| SceneSayerODEConstraint=With2024.11 | 5.8 | 12.6 | 16.9 |