ML Research Wiki / Benchmarks / Action Recognition / HACS

HACS

Action Recognition Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: Top 1 Accuracy

Top Performing Models

Rank Model Paper Top 1 Accuracy Date Code
1 InternVideo2-6B 📚 InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 97.00 2024-03-22 📦 opengvlab/internvideo 📦 opengvlab/internvideo2
2 UniFormerV2-L 📚 UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer 95.50 2022-09-22 📦 OpenGVLab/UniFormerV2 📦 innat/UniFormerV2
3 SRTG r(2+1)d-101 Learn to cycle: Time-consistent feature discovery for action recognition 84.33 2020-06-15 📦 alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
4 SRTG r(2+1)d-50 Learn to cycle: Time-consistent feature discovery for action recognition 83.77 2020-06-15 📦 alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
5 SRTG r3d-101 Learn to cycle: Time-consistent feature discovery for action recognition 81.66 2020-06-15 📦 alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
6 SRTG r(2+1)d-34 Learn to cycle: Time-consistent feature discovery for action recognition 80.39 2020-06-15 📦 alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
7 SRTG r3d-50 Learn to cycle: Time-consistent feature discovery for action recognition 80.36 2020-06-15 📦 alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
8 SRTG r3d-34 Learn to cycle: Time-consistent feature discovery for action recognition 78.60 2020-06-15 📦 alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates

All Papers (8)

opengvlab/internvideo opengvlab/internvideo2
OpenGVLab/UniFormerV2 innat/UniFormerV2
alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates