Predicate Detection on Visual Relation Detection (VRD) (All)
86.14Recall@50U+W+SF+L: T+S
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| U+W+SF+L: T+Sk=70, Training Data=VRD + VG, Network=Teacher+Student2017.07 | 86.14 | — | 95.19 | |
| U+W+SF+L: T+Sk=70, Training Data=VRD only, Network=Teacher+Student2017.07 | 85.64 | — | 94.65 | |
| U+SF+L:Tk=70, Training Data=VRD only, Network=Teacher2017.07 | 83.84 | — | 87.71 | |
| U+W+L:Tk=70, Training Data=VRD only, Network=Teacher2017.07 | 83.26 | — | 88.98 | |
| U+W+SF+L: Tk=70, Training Data=VRD + VG, Network=Teacher2017.07 | 82.97 | — | 90.09 | |
| U+W+SF+L: Tk=70, Training Data=VRD only, Network=Teacher2017.07 | 82.54 | — | 89.41 | |
| Baseline: L onlyk=70, Training Data=VRD only2017.07 | 80.64 | — | 85.34 | |
| U+W+SF+L: Sk=70, Training Data=VRD + VG, Network=Student2017.07 | 75.45 | — | 87.15 | |
| U+W+SF+L: Sk=70, Training Data=VRD only, Network=Student2017.07 | 74.98 | — | 86.97 | |
| U+W+SFk=70, Training Data=VRD + VG2017.07 | 72.83 | — | 85.89 | |
| U+W+SFk=70, Training Data=VRD only2017.07 | 72.29 | — | 84.89 | |
| U+W+L:Sk=70, Training Data=VRD only, Network=Student2017.07 | 71.83 | — | 84.94 | |
| U+SF+L:Sk=70, Training Data=VRD only, Network=Student2017.07 | 71.27 | — | 84.81 | |
| VRD-Fullk=70, Training Data=VRD only2017.07 | 70.97 | — | 84.34 | |
| U+Wk=70, Training Data=VRD only2017.07 | 70.75 | — | 83.78 | |
| Baseline: Uk=70, Training Data=VRD + VG2017.07 | 70.19 | — | 84.49 | |
| Baseline: U onlyk=70, Training Data=VRD only2017.07 | 70.02 | — | 83.15 | |
| U+SFk=70, Training Data=VRD only2017.07 | 69.87 | — | 83.68 | |
| U+W+SF+L: T+Sk=1, Training Data=VRD + VG, Network=Teacher+Student2017.07 | 55.67 | — | 55.67 | |
| U+W+SF+L: T+Sk=1, Training Data=VRD only, Network=Teacher+Student2017.07 | 55.16 | — | 55.16 | |
| U+W+SF+L: Tk=1, Training Data=VRD + VG, Network=Teacher2017.07 | 54.61 | — | 54.61 | |
| U+W+SF+L: Tk=1, Training Data=VRD only, Network=Teacher2017.07 | 54.13 | — | 54.13 | |
| U+W+L:Tk=1, Training Data=VRD only, Network=Teacher2017.07 | 52.96 | — | 52.96 | |
| U+SF+L:Tk=1, Training Data=VRD only, Network=Teacher2017.07 | 51.67 | — | 51.67 | |
| Baseline: L onlyk=1, Training Data=VRD only2017.07 | 51.34 | — | 51.34 | |
| U+W+SF+L: Sk=1, Training Data=VRD + VG, Network=Student2017.07 | 48.61 | — | 48.61 | |
| VRD-Fullk=1, Training Data=VRD only2017.07 | 47.87 | — | 47.87 | |
| U+W+SF+L: Sk=1, Training Data=VRD only, Network=Student2017.07 | 47.5 | — | 47.5 | |
| U+W+L:Sk=1, Training Data=VRD only, Network=Student2017.07 | 42.98 | — | 42.98 | |
| U+W+SFk=1, Training Data=VRD + VG2017.07 | 42.08 | — | 42.08 | |
| U+W+SFk=1, Training Data=VRD only2017.07 | 41.33 | — | 41.33 | |
| U+SF+L:Sk=1, Training Data=VRD only, Network=Student2017.07 | 41.06 | — | 41.06 | |
| U+Wk=1, Training Data=VRD only2017.07 | 37.15 | — | 37.15 | |
| Baseline: Uk=1, Training Data=VRD + VG2017.07 | 36.97 | — | 36.97 | |
| U+SFk=1, Training Data=VRD only2017.07 | 36.33 | — | 36.33 | |
| Baseline: U onlyk=1, Training Data=VRD only2017.07 | 34.82 | — | 34.82 | |
| VRD-V onlyk=70, Training Data=VRD only2017.07 | 28.36 | — | 37.2 | |
| VRD-V onlyk=1, Training Data=VRD only2017.07 | 7.11 | — | 7.11 | |
| Joint CNNk=1, Training Data=VRD only2017.07 | 2.03 | — | 2.03 | |
| Visual Phrasesk=1, Training Data=VRD only2017.07 | 1.91 | — | 1.91 | |
| FCL2021.03 | — | 58.31 | — | |
| MFURLN2021.03 | — | 58.2 | — | |
| MFURLN*variant=re-implemented2021.03 | — | 57.87 | — |