ML Research Wiki / Benchmarks / Action Recognition / RareAct

RareAct

Action Recognition Benchmark

Performance Over Time

📊 Showing 3 results | 📏 Metric: mWAP

Rank	Model	Paper	mWAP	Date	Code
1	🦩 Flamingo	Flamingo: a Visual Language Model for Few-Shot Learning	60.80	2022-04-29	📦 mlfoundations/open_flamingo 📦 lucidrains/flamingo-pytorch 📦 unispac/visual-adversarial-examples-jailbreak-large-language-models 📦 doc-doc/NExT-OE 📦 happen2me/cross-gnn
2	CLIP	Learning Transferable Visual Models From Natural Language Supervision	40.70	2021-02-26	📦 openai/CLIP 📦 mlfoundations/open_clip 📦 towhee-io/towhee
3	HT100M S3D	End-to-End Learning of Visual Representations from Uncurated Instructional Videos	30.50	2019-12-13	📦 antoine77340/MIL-NCE_HowTo100M 📦 antoine77340/milnce_howto100m 📦 antoine77340/S3D_HowTo100M 📦 linjieli222/hero_video_feature_extractor

2022

🦩 Flamingo

mlfoundations/open_flamingo lucidrains/flamingo-pytorch

2021

CLIP

openai/CLIP mlfoundations/open_clip

2019

HT100M S3D

antoine77340/MIL-NCE_HowTo100M antoine77340/milnce_howto100m

Model	Paper	mWAP	Date
🦩 Flamingo	Flamingo: a Visual Language Model for Few-Shot Le…	60.80	2022-04-29
CLIP	Learning Transferable Visual Models From Natural …	40.70	2021-02-26
HT100M S3D	End-to-End Learning of Visual Representations fro…	30.50	2019-12-13