Action Recognition on UCF-101 (Accuracy)

99.7Accuracy

Video-STAR-7B

Updated 1mo ago

Evaluation Results

Method	Links
Video-STAR-7B 2025.10		99.7
GA2-CLIP 2025.11		95.5
ViLT-CLIP 2025.11		93.8
GA2-CLIP 2025.11		93.8
Gemini-1.5-Pro 2025.10		93.3
ViFi-CLIP 2025.11		93.1
ViFi-CLIP 2025.11		92.7
GA2-CLIP 2025.11		91.8
ActionCLIP 2025.11		91.4
X-CLIP 2025.11		91.4
ViLT-CLIP 2025.11		91.3
CLIP image-FT 2025.11		90.5
ViFi-CLIP 2025.11		90.4
ViFi-CLIP 2025.11		90
ViLT-CLIP 2025.11		90
GA2-CLIP 2025.11		90
A5 2025.11		89.9
InternVideo2_clip-6B 2024.03		89.5
InternVideo2_clip-1B 2024.03		88.8
CLIP text-FT 2025.11		88.1
ViFi-CLIP 2025.11		87.1
Qwen3-VL-8B 2025.10		87.1
CLIP text-FT 2025.11		85.8
A5 2025.11		85.7
CLIP image-FT 2025.11		85.3
ViLT-CLIP 2025.11		85.3
STDD 2026.04		85.2
ViFi-CLIP 2025.11		85.1
ViFi-CLIP 2025.11		84
X-CLIP 2025.11		83.7
Qwen2.5-VL-7B 2025.10		83.7
CLIP text-FT 2025.11		82.8
Motion-Guided Semantic Alignment with Negative Prompts 2026.04		82.2
TP-CLIP 2026.04		81.1
ViFi-CLIP 2025.11		80.7
CLIP text-FT 2025.11		80.1
A5 2025.11		79.9
GIL 2026.04		79.4
CLIP image-FT 2025.11		79.1
CLAVER 2026.04		78.6
TVTSv2 2024.03		78
ZAR 2026.04		77.4
X-CLIP 2025.11		75.6
SDR-CLIP 2026.04		75.3
Vita-CLIP 2026.04		75
CLIP image-FT 2025.11		74.4
ActionCLIP 2025.11		73
ActionCLIP 2025.11		71.5
A5 2025.11		71.4
ActionCLIP 2025.11		70.6
X-CLIP 2026.04		70.3
A5 2026.04		69.3
CLIP 2024.03		68.9
Vanilla CLIP 2025.11		63.6
Vanilla CLIP 2025.11		63.6
Vanilla CLIP 2025.11		63.6
Vanilla CLIP 2025.11		63.6
JigSawNet 2026.04		56.8
ER-ZSAR 2026.04		51.8
X-CLIP 2025.11		48.5