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Models/GLEE-Plus

GLEE-Plus

Reported on 38 benchmarks across 10 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision30 results

Multi-Object TrackingonTAO
ClsA· uses extra data· 2023-12-14
30.8
best: 41.7 (AED (Co-DETR))
SOTA
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Object TrackingonTAO
ClsA· uses extra data· 2023-12-14
30.8
best: 41.7 (AED (Co-DETR))
SOTA
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonRefer-YouTube-VOS
F· uses extra data· 2023-12-14
69.7
best: 75.7 (FindTrack)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonRefer-YouTube-VOS
J· uses extra data· 2023-12-14
65.6
best: 71.8 (FindTrack)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonRefer-YouTube-VOS
J&F· uses extra data· 2023-12-14
67.7
best: 73.7 (FindTrack)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonBURST-val
HOTA (all)· uses extra data· 2023-12-14
26.9
best: 61.2 (Cutie (base, MEGA, 600 pixels))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonBURST-val
HOTA (com)· uses extra data· 2023-12-14
38.8
best: 48.7 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonBURST-val
HOTA (unc)· uses extra data· 2023-12-14
23.9
best: 26.9 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonBURST-val
mAP (all)· uses extra data· 2023-12-14
17.2
best: 19.2 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonBURST-val
mAP (com)· uses extra data· 2023-12-14
23.7
best: 24.8 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
VideoonBURST-val
mAP (unc)· uses extra data· 2023-12-14
15.5
best: 17.7 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Multi-Object TrackingonTAO
AssocA· uses extra data· 2023-12-14
40.9
best: 52.4 (AED (Co-DETR))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Multi-Object TrackingonTAO
LocA· uses extra data· 2023-12-14
52.9
best: 71.8 (AED (Co-DETR))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Multi-Object TrackingonTAO
TETA· uses extra data· 2023-12-14
41.5
best: 55.3 (AED (Co-DETR))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Object TrackingonTAO
AssocA· uses extra data· 2023-12-14
40.9
best: 52.4 (AED (Co-DETR))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Object TrackingonTAO
LocA· uses extra data· 2023-12-14
52.9
best: 71.8 (AED (Co-DETR))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Object TrackingonTAO
TETA· uses extra data· 2023-12-14
41.5
best: 55.3 (AED (Co-DETR))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Object DetectiononCOCO test-dev
box mAP· 2023-12-14
60.6
best: 66 (Co-DETR)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Object DetectiononCOCO minival
box AP· uses extra data· 2023-12-14
60.4
best: 66 (PE_spatial (DETA))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Instance SegmentationonCOCO minival
mask AP· uses extra data· 2023-12-14
53
best: 56.6 (Co-DETR)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Instance SegmentationonCOCO test-dev
mask AP· uses extra data· 2023-12-14
53.3
best: 57.1 (Co-DETR)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonRefer-YouTube-VOS
F· uses extra data· 2023-12-14
69.7
best: 75.7 (FindTrack)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonRefer-YouTube-VOS
J· uses extra data· 2023-12-14
65.6
best: 71.8 (FindTrack)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonRefer-YouTube-VOS
J&F· uses extra data· 2023-12-14
67.7
best: 73.7 (FindTrack)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonBURST-val
HOTA (all)· uses extra data· 2023-12-14
26.9
best: 61.2 (Cutie (base, MEGA, 600 pixels))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonBURST-val
HOTA (com)· uses extra data· 2023-12-14
38.8
best: 48.7 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonBURST-val
HOTA (unc)· uses extra data· 2023-12-14
23.9
best: 26.9 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonBURST-val
mAP (all)· uses extra data· 2023-12-14
17.2
best: 19.2 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonBURST-val
mAP (com)· uses extra data· 2023-12-14
23.7
best: 24.8 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
Video Object SegmentationonBURST-val
mAP (unc)· uses extra data· 2023-12-14
15.5
best: 17.7 (GLEE-Pro)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158

Methodology8 results

3DonCOCO test-dev
box mAP· 2023-12-14
60.6
best: 66 (Co-DETR)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
3DonCOCO minival
box AP· uses extra data· 2023-12-14
60.4
best: 66 (PE_spatial (DETA))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
2D ClassificationonCOCO test-dev
box mAP· 2023-12-14
60.6
best: 66 (Co-DETR)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
2D ClassificationonCOCO minival
box AP· uses extra data· 2023-12-14
60.4
best: 66 (PE_spatial (DETA))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
2D Object DetectiononCOCO test-dev
box mAP· 2023-12-14
60.6
best: 66 (Co-DETR)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
2D Object DetectiononCOCO minival
box AP· uses extra data· 2023-12-14
60.4
best: 66 (PE_spatial (DETA))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
16konCOCO test-dev
box mAP· 2023-12-14
60.6
best: 66 (Co-DETR)
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158
16konCOCO minival
box AP· uses extra data· 2023-12-14
60.4
best: 66 (PE_spatial (DETA))
General Object Foundation Model for Images and Videos at Scale arXiv:2312.09158