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Benchmarks
Video Multimodal Evaluation on VideoMME
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61.48
Score
VideoRoPE
19.0688
30.0794
41.09
52.1006
Oct 27, 2025
Nov 24, 2025
Dec 22, 2025
Jan 19, 2026
Feb 16, 2026
Mar 16, 2026
Apr 14, 2026
Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Score
VideoRoPE
Backbone=Qwen3-VL-8B-I...
2025.10
61.48
MHRoPE
Backbone=Qwen3-VL-8B-I...
2025.10
60.89
MRoPE-I
Backbone=Qwen3-VL-8B-I...
2025.10
60.89
HoPE
Backbone=Qwen3-VL-8B-I...
2025.10
60.56
Full Model
Backbone=LLaVA-OneVisi...
2026.04
60.1
Vanilla RoPE
Backbone=Qwen3-VL-8B-I...
2025.10
60.07
MRoPE
Backbone=Qwen3-VL-8B-I...
2025.10
59.78
TopoVLM
Backbone=LLaVA-OneVisi...
2026.04
58.2
LLM-Streamline
Backbone=LLaVA-OneVisi...
2026.04
55.6
SparseGPT
Backbone=LLaVA-OneVisi...
2026.04
55.2
ECoFLaP
Backbone=LLaVA-OneVisi...
2026.04
54.4
TAMP
Backbone=LLaVA-OneVisi...
2026.04
54
LLM-Pruner
Backbone=LLaVA-OneVisi...
2026.04
52.3
Wanda
Backbone=LLaVA-OneVisi...
2026.04
51.5
CircleRoPE
Backbone=Qwen3-VL-8B-I...
2025.10
51.04
OWL
Backbone=LLaVA-OneVisi...
2026.04
50.8
Magnitude
Backbone=LLaVA-OneVisi...
2026.04
20.7
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