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ResearchFormerly WizWand

Described Object Detection on D3 (M)

35.3mAPAPE-Ti + NEGTOME
4.20412.27720.3528.423Oct 15, 2025
Updated 7mo ago

Evaluation results

MethodLinks
APE-Ti + NEGTOMEBackbone=ViT-Ti, Text Encoder=CLIP, Detection Head=DETA2025.1035.3
APE-TiBackbone=ViT-Ti, Text Encoder=CLIP, Detection Head=DETA2025.1031.9
FIBER-B + GENBackbone=Swin-B, Text Encoder=RoBERTa-B, Detection Head=DyHead2025.1029.7
G-DINO-B + NEGTOMEBackbone=Swin-B, Text Encoder=BERT, Detection Head=DINO2025.1029.5
FIBER-BBackbone=Swin-B, Text Encoder=RoBERTa-B, Detection Head=DyHead2025.1025.9
Qwen-2.5-VL-3B + NEGTOMEBackbone=ViT-H, Text Encoder=Qwen-2.5, Detection Head=-2025.1025.8
GLIP-T + GENBackbone=Swin-T, Text Encoder=BERT, Detection Head=DyHead2025.1024.5
OFA-DODBackbone=ResNet-101+ViT, Text Encoder=BART, Detection Head=Seq2Seq2025.1022.6
G-DINO-BBackbone=Swin-B, Text Encoder=BERT, Detection Head=DINO2025.1022.5
GLIP-TBackbone=Swin-T, Text Encoder=BERT, Detection Head=DyHead2025.1022
Qwen-2.5-VL-3BBackbone=ViT-H, Text Encoder=Qwen-2.5, Detection Head=-2025.1020.7
SPHINX-7BBackbone=CLIP,DINO-v2, Q-Former, Text Encoder=LLaMA-2, Detection Head=-2025.1013.8
OWL-ViT-LBackbone=ViT-L, Text Encoder=CLIP, Detection Head=OWL-ViT2025.109.4
OFA-LBackbone=ResNet-101+ViT, Text Encoder=BART, Detection Head=Seq2Seq2025.105.4