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Benchmarks
Vision Understanding on SEED
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68.2
Accuracy
LLaVA-1.5-13B
25.144
36.322
47.5
58.678
Dec 1, 2024
Feb 18, 2025
May 8, 2025
Jul 26, 2025
Oct 13, 2025
Dec 31, 2025
Mar 20, 2026
Accuracy
Updated 26d ago
Evaluation Results
Method
Method
Links
Accuracy
LLaVA-1.5-13B
Image (prefill) Token=...
2024.12
68.2
Dynamic-LLaVA-13B^V
Free=false, Image (pre...
2024.12
66.6
Dynamic-LLaVA-13B^IT
Free=false, Image (pre...
2024.12
66.5
LLaVA-1.5-7B
Image (prefill) Token=...
2024.12
66.1
SeGroS
Fine-Tuning=Ours
2026.03
65.5
LLaVA-FastV (13B)
Image (prefill) Token=...
2024.12
65.4
Base Model
Fine-Tuning=w/o SFT
2026.03
65.2
SFT
Fine-Tuning=SFT
2026.03
65.1
Reca
Fine-Tuning=Reca
2026.03
65.1
Dynamic-LLaVA-7B^IT
Free=false, Image (pre...
2024.12
65
Dynamic-LLaVA-7B^V
Free=false, Image (pre...
2024.12
64.6
LLaVA-FastV (7B)
Free=true, Image (pref...
2024.12
62.8
LLaVA-FastV† (7B)
Free=false, Image (pre...
2024.12
58.4
LLaVA-1.5-13b+H2Ok-10,-0.5
Image (prefill) Token=...
2024.12
32.3
LLaVA-1.5-7B+H2Ok-10, -0.5
Image (prefill) Token=...
2024.12
26.8
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