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Benchmarks
Referring Expression Comprehension on RefCOCOg (Accuracy)
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84.3
Accuracy
Ours
-1.812
20.544
42.9
65.256
Mar 8, 2025
May 6, 2025
Jul 5, 2025
Sep 3, 2025
Nov 2, 2025
Jan 1, 2026
Mar 2, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Ours
Backbone=LLaVA-1.5-13B
2025.03
84.3
Ours
Backbone=LLaVA-1.5-7B
2025.03
82.3
Ours
Backbone=DeepSeekVL-1.3B
2025.03
65.2
GoM (Object Num IDs + Relation labels)
MLM=LlamaV-o1-11B
2026.03
57.6
GoM (Object Num IDs + Relation labels)
MLM=Qwen-2.5-VL-7B
2026.03
57.5
GoM (Object Text IDs + Relation labels)
MLM=Qwen-2.5-VL-7B
2026.03
57.4
GoM (Object Num IDs)
MLM=LlamaV-o1-11B
2026.03
57.3
GoM (Object Text IDs)
MLM=LlamaV-o1-11B
2026.03
57.2
GoM (Object Text IDs + Relation labels)
MLM=LlamaV-o1-11B
2026.03
56.9
GoM (Object Num IDs)
MLM=Qwen-2.5-VL-7B
2026.03
56.8
GoM (Object Text IDs)
MLM=Qwen-2.5-VL-7B
2026.03
56.5
GoM (Object Num IDs)
MLM=Gemma-3-4B
2026.03
56.4
GoM (Object Text IDs)
MLM=Gemma-3-4B
2026.03
56.3
GoM (Object Text IDs + Relation labels)
MLM=Gemma-3-4B
2026.03
56.3
GoM (Object Num IDs + Relation labels)
MLM=Gemma-3-4B
2026.03
56.3
SoM
MLM=Qwen-2.5-VL-7B
2026.03
55.5
SoM
MLM=LlamaV-o1-11B
2026.03
55.3
SoM
MLM=Gemma-3-4B
2026.03
54.8
Baseline
Backbone=LLaVA-1.5-13B
2025.03
5.28
Baseline
Backbone=LLaVA-1.5-7B
2025.03
2.92
Baseline
Backbone=DeepSeekVL-1.3B
2025.03
1.5
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