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Benchmarks
Interleaved Image Multimodal Understanding on Mantis
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64.2
Score
Full Model
-2.568
14.766
32.1
49.434
Apr 14, 2025
Jun 13, 2025
Aug 13, 2025
Oct 13, 2025
Dec 13, 2025
Feb 12, 2026
Apr 14, 2026
Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Score
Full Model
Sparsity Ratio=0%, Bas...
2025.04
64.2
Full Model
Backbone=LLaVA-OneVisi...
2026.04
64.2
TopoVLM
Backbone=LLaVA-OneVisi...
2026.04
61
LLM-Streamline
Backbone=LLaVA-OneVisi...
2026.04
58.9
ECOFLaP
Sparsity Ratio=60%, Ba...
2025.04
58.1
ECoFLaP
Backbone=LLaVA-OneVisi...
2026.04
58.1
TAMP
Sparsity Ratio=60%, Ba...
2025.04
57.1
TAMP
Backbone=LLaVA-OneVisi...
2026.04
57.1
LLM-Pruner
Backbone=LLaVA-OneVisi...
2026.04
55.4
SparseGPT
Sparsity Ratio=60%, Ba...
2025.04
51.9
SparseGPT
Backbone=LLaVA-OneVisi...
2026.04
51.9
Wanda
Sparsity Ratio=60%, Ba...
2025.04
47.9
Wanda
Backbone=LLaVA-OneVisi...
2026.04
47.9
OWL
Sparsity Ratio=60%, Ba...
2025.04
43.8
OWL
Backbone=LLaVA-OneVisi...
2026.04
43.8
Magnitude
Sparsity Ratio=60%, Ba...
2025.04
0
Magnitude
Backbone=LLaVA-OneVisi...
2026.04
0
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