ShoufaChen / WOO

[ICCV'21] Implementation of "Watch Only Once: An End-to-End Video Action Detection Framework"

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The performance of SlowFastR101+8×8+K600 is lower than official data.

rogercmq opened this issue · comments

In the official SlowFast repo, the performance of SlowFastR101+8×8+K600 on AVA2.2 is 29.1 mAP (without E2E) . See https://github.com/facebookresearch/SlowFast/blob/main/MODEL_ZOO.md#ava

However, in your paper, the baseline SlowFastR101+8×8+K600 mAP is 27.4. Is it your re-implementation result?

Table 1

A similar issue can be found here: facebookresearch/SlowFast#141.

In summary, the official repo does not release the training schedule for R101. We train R101 by ourselves.

A similar performance is also achieved here.

Got it! Thx!