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The accuracy of our reproduction is very different from that reported in the paper?

Open ZHUXUHAN opened this issue 3 years ago • 1 comments

SGG eval: R @ 20: 0.5099; R @ 50: 0.5933; R @ 100: 0.6170; for mode=predcls, type=Recall(Main). SGG eval: ngR @ 20: 0.5942; ngR @ 50: 0.7655; ngR @ 100: 0.8537; for mode=predcls, type=No Graph Constraint Recall(Main). SGG eval: zR @ 20: 0.0302; zR @ 50: 0.0616; zR @ 100: 0.0769; for mode=predcls, type=Zero Shot Recall. SGG eval: mR @ 20: 0.1591; mR @ 50: 0.1939; mR @ 100: 0.2080; for mode=predcls, type=Mean Recall.

I just follow your scripts/rel_train_BGNN_vg_predcls.sh, and we train it 70000 iterations. In your paper the mr is 30.4 / 32.9. but here, it just is 19.39, 20.80. I hope you can just explain it, or you can push your checkpoint and log. The accuracy reported in your paper is what we have to compare with you, but this reproduction result makes it impossible to carry out our comparison and we hope to get your help

ZHUXUHAN avatar Jul 12 '22 09:07 ZHUXUHAN

Please refer to this issue. You may load the config incorrectly. https://github.com/SHTUPLUS/PySGG/issues/5

Scarecrow0 avatar Jul 14 '22 11:07 Scarecrow0