Scene Graph Detection on PSG
30.9mR@50DSFlash-L
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSFlash-L# Params=340M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 30.9 | 50 | |
| DSFormer# Params=330M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 30.7 | 458 | |
| DSFlash-B*# Params=116M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=low-resolution2026.03 | 28.5 | 23 | |
| DSFlash-S*# Params=40M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=low-resolution2026.03 | 25.05 | 18 | |
| HiLo-L# Params=230M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 19.08 | 427 | |
| REACT# Params=43M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 19 | 19 | |
| VCTree-MD# Params=327M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 17.58 | 520 | |
| HiLo-R50# Params=59M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 16.34 | 277 | |
| MotifNet-MD# Params=332M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 16.32 | 504 | |
| VCTree-R50# Params=105M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 10.14 | 116 | |
| MotifNet-R50# Params=109M, Batch size=1, GPU=RTX 3090 GPU, Protocol=SGDet, Segmentation mask resolution=Standard2026.03 | 9.56 | 100 |