HyperAI超神经

Visual Object Tracking On Got 10K

评估指标

Average Overlap
Success Rate 0.5
Success Rate 0.75

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称Average OverlapSuccess Rate 0.5Success Rate 0.75
towards-sequence-level-training-for-visual67.576.860.3
joint-feature-learning-and-relation-modeling73.783.270.8
exploring-enhanced-contextual-information-for-177.988.276.8
exploring-enhanced-contextual-information-for-180.088.580.2
19040722061.171.7-
seqtrack-sequence-to-sequence-learning-for74.881.972.2
siam-r-cnn-visual-tracking-by-re-detection64.972.8-
integrating-boxes-and-masks-a-multi-object80.489.875.8
stmtrack-template-free-visual-tracking-with64.273.757.5
atom-accurate-tracking-by-overlap61.074.2-
artrackv2-prompting-autoregressive-tracker79.587.879.6
a-distilled-model-for-tracking-and-tracker61.772.9-
neighbortrack-improving-single-object75.785.7273.3
autoregressive-visual-tracking78.587.477.8
fear-fast-efficient-accurate-and-robust62.3--
samurai-adapting-segment-anything-model-for-181.792.276.9
target-aware-tracking-with-long-term-context76.685.773.4
ocean-object-aware-anchor-free-tracking61.172.1-
mixformer-end-to-end-tracking-with-iterative-171.279.965.8
fear-fast-efficient-accurate-and-robust64.5--
aiatrack-attention-in-attention-for69.680.063.2
revealing-the-dark-secrets-of-masked-image70.8--
dropmae-masked-autoencoders-with-spatial75.986.872
target-transformed-regression-for-accurate66.877.857.2
odtrack-online-dense-temporal-token-learning77.0--
learning-spatio-temporal-transformer-for68.878.1-
rtracker-recoverable-tracking-via-pn-tree77.98776.9
fear-fast-efficient-accurate-and-robust61.9--
a-distractor-aware-memory-for-visual-object81.1--
mixformer-end-to-end-tracking-with-iterative-170.780.067.8
tracking-meets-lora-faster-training-larger77.586.278.1
learning-historical-status-prompt-for77.488.074.5
odtrack-online-dense-temporal-token-learning78.2--
tracking-meets-lora-faster-training-larger78.987.880.7
revealing-the-dark-secrets-of-masked-image72.9--
siamfc-towards-robust-and-accurate-visual61.074.2-
mixformer-end-to-end-tracking-with-iterative-275.785.375.1
mixformer-end-to-end-tracking-with-iterative-175.685.7372.8
swintrack-a-simple-and-strong-baseline-for69.47864.3