Visual Object Tracking On Got 10K
Metrics
Average Overlap
Success Rate 0.5
Success Rate 0.75
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Average Overlap | Success Rate 0.5 | Success Rate 0.75 |
|---|---|---|---|
| towards-sequence-level-training-for-visual | 67.5 | 76.8 | 60.3 |
| joint-feature-learning-and-relation-modeling | 73.7 | 83.2 | 70.8 |
| exploring-enhanced-contextual-information-for-1 | 77.9 | 88.2 | 76.8 |
| exploring-enhanced-contextual-information-for-1 | 80.0 | 88.5 | 80.2 |
| 190407220 | 61.1 | 71.7 | - |
| seqtrack-sequence-to-sequence-learning-for | 74.8 | 81.9 | 72.2 |
| siam-r-cnn-visual-tracking-by-re-detection | 64.9 | 72.8 | - |
| integrating-boxes-and-masks-a-multi-object | 80.4 | 89.8 | 75.8 |
| stmtrack-template-free-visual-tracking-with | 64.2 | 73.7 | 57.5 |
| atom-accurate-tracking-by-overlap | 61.0 | 74.2 | - |
| artrackv2-prompting-autoregressive-tracker | 79.5 | 87.8 | 79.6 |
| a-distilled-model-for-tracking-and-tracker | 61.7 | 72.9 | - |
| neighbortrack-improving-single-object | 75.7 | 85.72 | 73.3 |
| autoregressive-visual-tracking | 78.5 | 87.4 | 77.8 |
| fear-fast-efficient-accurate-and-robust | 62.3 | - | - |
| samurai-adapting-segment-anything-model-for-1 | 81.7 | 92.2 | 76.9 |
| target-aware-tracking-with-long-term-context | 76.6 | 85.7 | 73.4 |
| ocean-object-aware-anchor-free-tracking | 61.1 | 72.1 | - |
| mixformer-end-to-end-tracking-with-iterative-1 | 71.2 | 79.9 | 65.8 |
| fear-fast-efficient-accurate-and-robust | 64.5 | - | - |
| aiatrack-attention-in-attention-for | 69.6 | 80.0 | 63.2 |
| revealing-the-dark-secrets-of-masked-image | 70.8 | - | - |
| dropmae-masked-autoencoders-with-spatial | 75.9 | 86.8 | 72 |
| target-transformed-regression-for-accurate | 66.8 | 77.8 | 57.2 |
| odtrack-online-dense-temporal-token-learning | 77.0 | - | - |
| learning-spatio-temporal-transformer-for | 68.8 | 78.1 | - |
| rtracker-recoverable-tracking-via-pn-tree | 77.9 | 87 | 76.9 |
| fear-fast-efficient-accurate-and-robust | 61.9 | - | - |
| a-distractor-aware-memory-for-visual-object | 81.1 | - | - |
| mixformer-end-to-end-tracking-with-iterative-1 | 70.7 | 80.0 | 67.8 |
| tracking-meets-lora-faster-training-larger | 77.5 | 86.2 | 78.1 |
| learning-historical-status-prompt-for | 77.4 | 88.0 | 74.5 |
| odtrack-online-dense-temporal-token-learning | 78.2 | - | - |
| tracking-meets-lora-faster-training-larger | 78.9 | 87.8 | 80.7 |
| revealing-the-dark-secrets-of-masked-image | 72.9 | - | - |
| siamfc-towards-robust-and-accurate-visual | 61.0 | 74.2 | - |
| mixformer-end-to-end-tracking-with-iterative-2 | 75.7 | 85.3 | 75.1 |
| mixformer-end-to-end-tracking-with-iterative-1 | 75.6 | 85.73 | 72.8 |
| swintrack-a-simple-and-strong-baseline-for | 69.4 | 78 | 64.3 |