From a1fc3f24658ec62996451535a746a5151ef4a636 Mon Sep 17 00:00:00 2001 From: Ji Zhang Date: Fri, 16 Aug 2019 16:12:35 -0700 Subject: [PATCH] Update README.md --- README.md | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index b7800e2..c5d3042 100644 --- a/README.md +++ b/README.md @@ -12,16 +12,15 @@ This is a PyTorch implementation for [Graphical Contrastive Losses for Scene Gra We have created a branch for a version supporting pytorch1.0! Just go to the [pytorch1_0](https://github.com/NVIDIA/ContrastiveLosses4VRD/tree/pytorch1_0) branch and check it out! ## Benchmarking -| Method | SGDET@20 | SGDET@50 | SGDET@100 | -| :--- | :----: | :----: | :----: | -| Associative Embedding \[1\] | 6.5 | 8.1 | 8.2 | -| Message Passing \[2\] | 14.6 | 20.7 | 24.5 | -| Frequency \[3\] | 17.7 | 23.5 | 27.6 | -| Frequency+Overlap \[4\] | 20.1 | 26.2 | 30.1 | -| MotifNet \[5\] | 21.4 | 27.2 | 30.3 | -| RelDN, VGG16, w/o contrastive losses | 20.8 | 28.1 | 32.5 | -| RelDN, VGG16, full | 21.1 | 28.3 | 32.7 | -| RelDN, ResNext-101-FPN, full | 22.5 | 31.0 | 36.7 | +| Method | Backbone | SGDET@20 | SGDET@50 | SGDET@100 | +| :--- | :----: | :----: | :----: | :----: | +| Frequency \[1\] | VGG16 | 17.7 | 23.5 | 27.6 | +| Frequency+Overlap \[1\] | VGG16 | 20.1 | 26.2 | 30.1 | +| MotifNet \[1\] | VGG16 | 21.4 | 27.2 | 30.3 | +| Graph-RCNN \[2\] | Res-101 | 19.4 | 25.0 | 28.5 | +| RelDN, w/o contrastive losses | VGG16 | 20.8 | 28.1 | 32.5 | +| RelDN, full | VGG16 | 21.1 | 28.3 | 32.7 | +| RelDN, full | ResNext-101-FPN | 22.5 | 31.0 | 36.7 | ## Cloning