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ResearchFormerly WizWand

Described Object Detection on D3 XL

25.4mAPAPE-Ti + NEGTOME
1.1687.45913.7520.041Oct 15, 2025
Updated 7mo ago

Evaluation results

MethodLinks
APE-Ti + NEGTOMEBackbone=ViT-Ti, Text Encoder=CLIP, Detection Head=DETA2025.1025.4
APE-TiBackbone=ViT-Ti, Text Encoder=CLIP, Detection Head=DETA2025.1021.4
G-DINO-B + NEGTOMEBackbone=Swin-B, Text Encoder=BERT, Detection Head=DINO2025.1021.3
OFA-DODBackbone=ResNet-101+ViT, Text Encoder=BART, Detection Head=Seq2Seq2025.1018.4
Qwen-2.5-VL-3B + NEGTOMEBackbone=ViT-H, Text Encoder=Qwen-2.5, Detection Head=-2025.1017.8
G-DINO-BBackbone=Swin-B, Text Encoder=BERT, Detection Head=DINO2025.1016.5
Qwen-2.5-VL-3BBackbone=ViT-H, Text Encoder=Qwen-2.5, Detection Head=-2025.1016
FIBER-B + GENBackbone=Swin-B, Text Encoder=RoBERTa-B, Detection Head=DyHead2025.1014.2
FIBER-BBackbone=Swin-B, Text Encoder=RoBERTa-B, Detection Head=DyHead2025.1013.1
GLIP-T + GENBackbone=Swin-T, Text Encoder=BERT, Detection Head=DyHead2025.1011.5
GLIP-TBackbone=Swin-T, Text Encoder=BERT, Detection Head=DyHead2025.1010.6
OWL-ViT-LBackbone=ViT-L, Text Encoder=CLIP, Detection Head=OWL-ViT2025.105.3
SPHINX-7BBackbone=CLIP,DINO-v2, Q-Former, Text Encoder=LLaMA-2, Detection Head=-2025.103.1
OFA-LBackbone=ResNet-101+ViT, Text Encoder=BART, Detection Head=Seq2Seq2025.102.1