MixFormer-1k

Reported on 6 benchmarks across 2 tasks · 1 paper

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

Computer Vision6 results

Object TrackingonGOT-10k
Average Overlap· 2022-03-21
71.2
best: 81.7 (SAMURAI-L)
MixFormer: End-to-End Tracking with Iterative Mixed Attention arXiv:2203.11082
Object TrackingonGOT-10k
Success Rate 0.5· 2022-03-21
79.9
best: 92.2 (SAMURAI-L)
MixFormer: End-to-End Tracking with Iterative Mixed Attention arXiv:2203.11082
Object TrackingonGOT-10k
Success Rate 0.75· 2022-03-21
65.8
best: 82.3 (SPMTrack-G)
MixFormer: End-to-End Tracking with Iterative Mixed Attention arXiv:2203.11082
Visual Object TrackingonGOT-10k
Average Overlap· 2022-03-21
71.2
best: 81.7 (SAMURAI-L)
MixFormer: End-to-End Tracking with Iterative Mixed Attention arXiv:2203.11082
Visual Object TrackingonGOT-10k
Success Rate 0.5· 2022-03-21
79.9
best: 92.2 (SAMURAI-L)
MixFormer: End-to-End Tracking with Iterative Mixed Attention arXiv:2203.11082
Visual Object TrackingonGOT-10k
Success Rate 0.75· 2022-03-21
65.8
best: 82.3 (SPMTrack-G)
MixFormer: End-to-End Tracking with Iterative Mixed Attention arXiv:2203.11082