Scene Graph Anticipation on Action Genome AGS F=0.7
35.5mR@10SceneSayerSDE + IMPARTAIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SceneSayerSDE + IMPARTAILConstraint=No2024.11 | 35.5 | 48.2 | 58.5 | |
| SceneSayerODE + IMPARTAILConstraint=No2024.11 | 31.7 | 49.9 | 73.8 | |
| SceneSayerSDE + IMPARTAILConstraint=No2024.11 | 31.6 | 47.9 | 73.4 | |
| DSGDetr++ + IMPARTAILConstraint=No2024.11 | 31.4 | 49.7 | 75.7 | |
| STTran++Constraint=No2024.11 | 31.2 | 47 | 75.4 | |
| STTran++ + IMPARTAILConstraint=No2024.11 | 31.1 | 49.2 | 76.5 | |
| SceneSayerODE + IMPARTAILConstraint=No2024.11 | 30.7 | 43.9 | 55.9 | |
| SceneSayerSDEConstraint=No2024.11 | 30.2 | 45.4 | 72.8 | |
| SceneSayerODEConstraint=No2024.11 | 29.8 | 45.2 | 72 | |
| DSGDetr++Constraint=No2024.11 | 28.6 | 46.1 | 73.8 | |
| DSGDetr++ + IMPARTAILConstraint=With2024.11 | 28.3 | 32.5 | 32.5 | |
| STTran++ + IMPARTAILConstraint=No2024.11 | 28 | 41.7 | 57.1 | |
| SceneSayerSDEConstraint=No2024.11 | 27 | 40.2 | 57.2 | |
| DSGDetr++ + IMPARTAILConstraint=No2024.11 | 26.3 | 41 | 58.1 | |
| SceneSayerSDE + IMPARTAILConstraint=With2024.11 | 25.9 | 30 | 30.1 | |
| STTran++ + IMPARTAILConstraint=With2024.11 | 25.8 | 29.1 | 29.1 | |
| SceneSayerSDE + IMPARTAILConstraint=No2024.11 | 25.6 | 35.1 | 50 | |
| STTran++Constraint=No2024.11 | 25.3 | 38.3 | 56.1 | |
| DSGDetr++Constraint=No2024.11 | 24.8 | 39.5 | 57.3 | |
| SceneSayerODE + IMPARTAILConstraint=With2024.11 | 23.2 | 27.5 | 27.5 | |
| SceneSayerODE + IMPARTAILConstraint=With2024.11 | 22.2 | 25.6 | 25.7 | |
| STTran++Constraint=With2024.11 | 21.9 | 25 | 25 | |
| STTran++ + IMPARTAILConstraint=With2024.11 | 21 | 22.7 | 22.7 | |
| SceneSayerSDEConstraint=With2024.11 | 21 | 24.6 | 24.6 | |
| SceneSayerSDE + IMPARTAILConstraint=With2024.11 | 20.9 | 24.4 | 24.4 | |
| DSGDetr++Constraint=With2024.11 | 20.8 | 23.8 | 23.8 | |
| SceneSayerODEConstraint=With2024.11 | 20.7 | 24 | 24 | |
| DSGDetr++ + IMPARTAILConstraint=With2024.11 | 20.6 | 21.8 | 21.8 | |
| SceneSayerODEConstraint=No2024.11 | 20.5 | 32.4 | 52.8 | |
| DSGDetr++Constraint=With2024.11 | 18.1 | 19.4 | 19.4 | |
| SceneSayerSDEConstraint=With2024.11 | 17.9 | 19.9 | 19.9 | |
| SceneSayerODE + IMPARTAILConstraint=No2024.11 | 17.5 | 25.8 | 41.1 | |
| SceneSayerSDEConstraint=No2024.11 | 17.3 | 26.1 | 42.5 | |
| STTran++Constraint=With2024.11 | 17.2 | 18.6 | 18.6 | |
| SceneSayerODEConstraint=No2024.11 | 16.4 | 24.9 | 40.5 | |
| STTran++Constraint=No2024.11 | 15.7 | 23.7 | 41.9 | |
| DSGDetr++ + IMPARTAILConstraint=No2024.11 | 14.9 | 24.8 | 43.9 | |
| STTran++ + IMPARTAILConstraint=No2024.11 | 14 | 23.2 | 43.7 | |
| SceneSayerODEConstraint=With2024.11 | 13.6 | 15.1 | 15.1 | |
| DSGDetr++Constraint=No2024.11 | 13.2 | 20 | 38.8 | |
| STTran++ + IMPARTAILConstraint=With2024.11 | 10.9 | 21.9 | 24.1 | |
| DSGDetr++ + IMPARTAILConstraint=With2024.11 | 10.5 | 19.5 | 21.2 | |
| STTran++Constraint=With2024.11 | 9.1 | 18.2 | 20.2 | |
| SceneSayerSDE + IMPARTAILConstraint=With2024.11 | 8.6 | 21.3 | 29.3 | |
| DSGDetr++Constraint=With2024.11 | 8.4 | 14.8 | 16 | |
| SceneSayerSDEConstraint=With2024.11 | 7.1 | 14.6 | 19.3 | |
| SceneSayerODE + IMPARTAILConstraint=With2024.11 | 6.8 | 13.9 | 18.2 | |
| SceneSayerODEConstraint=With2024.11 | 6.7 | 14 | 18.5 |