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ResearchFormerly WizWand

Object Detection on iNatLoc

64.8mAP50SHiNe
10.92824.91438.952.886May 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=LLM-H, Granularity level=L62024.0564.8
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=GT-H, Granularity level=L32024.0563.5
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=GT-H, Granularity level=L62024.0562.4
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=GT-H, Granularity level=L52024.0560.6
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=GT-H, Granularity level=L42024.0558.7
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=LLM-H, Granularity level=L32024.0558.7
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=LLM-H, Granularity level=L62024.0554.8
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=GT-H, Granularity level=L22024.0554.4
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=GT-H, Granularity level=L62024.0554.2
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=LLM-H, Granularity level=L42024.0553.6
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=LLM-H, Granularity level=L52024.0552.6
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=GT-H, Granularity level=L52024.0551.9
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=GT-H, Granularity level=L42024.0550.7
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=GT-H, Granularity level=L32024.0550.5
VLDetBackbone=ResNet-50, Supervisory signals=box-annotated LVIS + image-caption-annotated CC3M, Granularity level=L62024.0548.9
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=LLM-H, Granularity level=L22024.0546.9
VLDetBackbone=ResNet-50, Supervisory signals=box-annotated LVIS + image-caption-annotated CC3M, Granularity level=L52024.0544.3
VLDetBackbone=ResNet-50, Supervisory signals=box-annotated LVIS + image-caption-annotated CC3M, Granularity level=L32024.0543.8
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=LLM-H, Granularity level=L32024.0543.4
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=GT-H, Granularity level=L12024.0543.2
VLDetBackbone=ResNet-50, Supervisory signals=box-annotated LVIS + image-caption-annotated CC3M, Granularity level=L42024.0542.9
SHiNeBackbone=ResNet-50, Baseline detector=VLDet, Hierarchy type=LLM-H, Granularity level=L12024.0538.6
VLDetBackbone=ResNet-50, Supervisory signals=box-annotated LVIS + image-caption-annotated CC3M, Granularity level=L12024.0537
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=LLM-H, Granularity level=L42024.0536.2
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=LLM-H, Granularity level=L52024.0535.7
VLDetBackbone=ResNet-50, Supervisory signals=box-annotated LVIS + image-caption-annotated CC3M, Granularity level=L22024.0534.3
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=GT-H, Granularity level=L22024.0533.2
CORABackbone=ResNet-50, Supervisory signals=box-annotated COCO base split, Granularity level=L62024.0531.2
CORABackbone=ResNet-50, Supervisory signals=box-annotated COCO base split, Granularity level=L32024.0526
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=LLM-H, Granularity level=L22024.0524.8
CORABackbone=ResNet-50, Supervisory signals=box-annotated COCO base split, Granularity level=L52024.0522.6
CORABackbone=ResNet-50, Supervisory signals=box-annotated COCO base split, Granularity level=L42024.0521.7
CORABackbone=ResNet-50, Supervisory signals=box-annotated COCO base split, Granularity level=L22024.0520
CORABackbone=ResNet-50, Supervisory signals=box-annotated COCO base split, Granularity level=L12024.0518.3
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=GT-H, Granularity level=L12024.0516.2
SHiNeBackbone=ResNet-50, Baseline detector=CORA, Hierarchy type=LLM-H, Granularity level=L12024.0513