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Generic Object Tracking on GOT-10K (mIoU/F1)

86.9mIoUQwen3-VL-235B + IPLoc-ID
-3.47619.98743.4566.913Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Qwen3-VL-235B + IPLoc-IDN-shot=82026.0786.9100
Qwen3-VL-235B + IPLocN-shot=82026.078666.7
Qwen3-VL-32B + IPLoc-IDN-shot=82026.0785.499.7
Qwen3-VL-32B + IPLocN-shot=82026.0784.266.7
Qwen3-VL-8B + IPLocN-shot=82026.0783.666.7
Qwen3-VL-8B + IPLoc-IDN-shot=82026.0782.899.7
Qwen3-VL-235B + IPLocN-shot=42026.0780.666.8
Qwen3-VL-32B + IPLocN-shot=42026.0779.666.7
Qwen3-VL-235B + IPLoc-IDN-shot=22026.0779.597.4
Qwen3-VL-235B + IPLoc-IDN-shot=42026.0779.593.5
Qwen3-VL-8B + IPLocN-shot=42026.0778.666.7
Qwen3-VL-8B + IPLoc-IDN-shot=42026.0778.597.3
Qwen3-VL-235B + IPLocN-shot=22026.0778.566.7
Qwen3-VL-32B + IPLoc-IDN-shot=42026.0777.798.2
Qwen3-VL-8B + IPLoc-IDN-shot=22026.0777.296.7
Qwen3-VL-8B + IPLocN-shot=22026.0777.166.7
(FSOD) No-Time-To-TrainN-shot=42026.0776.967.2
(FSOD) No-Time-To-TrainN-shot=82026.0776.967
(FSOD) No-Time-To-TrainN-shot=22026.0776.867
(FSOD) VFMN-shot=82026.0776.496
Qwen3-VL-235B + IPLoc-IDN-shot=12026.0776.4100
Qwen3-VL-8B + IPLocN-shot=12026.0776.366.7
(FSOD) No-Time-To-TrainN-shot=12026.0776.267.2
Qwen3-VL-32B + IPLocN-shot=22026.0775.666.4
Qwen3-VL-8B + IPLoc-IDN-shot=12026.0774.794.3
Qwen3-VL-32B + IPLoc-IDN-shot=22026.0774.298.6
Qwen3-VL-32B + IPLocN-shot=12026.0773.866.8
Qwen3-VL-32B + IPLoc-IDN-shot=12026.0773.899.3
Qwen3-VL-235BN-shot=82026.0773.792.9
(FSOD) VFMN-shot=42026.0773.694.6
Qwen3-VL-235B + IPLocN-shot=12026.0773.666.7
(FSOD) VFMN-shot=22026.0771.794.6
Qwen3-VL-32BN-shot=22026.0769.394.9
Qwen3-VL-8BN-shot=22026.076998.3
Qwen3-VL-32BN-shot=12026.0768.694.7
(FSOD) VFMN-shot=12026.076894.2
Qwen3-VL-8BN-shot=82026.0767.698.5
Qwen3-VL-32BN-shot=42026.0767.195.6
Qwen3-VL-235BN-shot=22026.0767.191.6
Qwen3-VL-32BN-shot=82026.0766.898.3
Qwen3-VL-8BN-shot=12026.0766.796.7
Qwen3-VL-8BN-shot=42026.0764.998.9
Qwen2-VL-7B + IPLoc-IDN-shot=82026.0764.399.7
Qwen2-VL-7B + IPLocN-shot=82026.0763.466.7
Qwen3-VL-235BN-shot=42026.0762.591.5
Qwen3-VL-235BN-shot=12026.0761.695.1
Gemma3-12B + IPLoc-IDN-shot=82026.0760.797.2
IPLoc 7B (official)N-shot=82026.0758.766.8
Gemma3-12B + IPLocN-shot=82026.0757.266.7
Qwen2-VL-7B + IPLoc-IDN-shot=42026.075794.4
Qwen2-VL-7B + IPLocN-shot=42026.0755.866.7
Gemma3-12B + IPLoc-IDN-shot=22026.0753.494
Qwen2-VL-7B + IPLoc-IDN-shot=22026.0753.294.9
Qwen2-VL-7B + IPLocN-shot=22026.0752.766.7
IPLoc 7B (official)N-shot=42026.0751.666.8
Gemma3-12B + IPLocN-shot=42026.0751.166.6
Gemma3-12B + IPLocN-shot=12026.0750.466.7
Gemma3-12B + IPLoc-IDN-shot=12026.0750.494.2
Gemma3-12B + IPLoc-IDN-shot=42026.0750.491
IPLoc 7B (official)N-shot=22026.0750.167.7
Qwen2-VL-7B + IPLocN-shot=12026.0749.766.7
Qwen2-VL-7B + IPLoc-IDN-shot=12026.0749.697
Gemma3-12B + IPLocN-shot=22026.0748.566.7
IPLoc 7B (official)N-shot=12026.0748.167.5
Qwen2-VL-7BN-shot=82026.0743.466.9
Gemma3-12B (+ prompt)N-shot=82026.0729.575.1
Qwen2-VL-7BN-shot=42026.0727.441.4
Qwen2-VL-7BN-shot=22026.0723.560.2
Gemma3-12B (+ prompt)N-shot=42026.0723.489.9
Qwen2-VL-7BN-shot=12026.0723.173.1
Gemma3-12B (+ prompt)N-shot=12026.0720.196.6
Gemma3-12B (+ prompt)N-shot=22026.0719.892.2
LLaVA1.5-7B + promptN-shot=22026.0713.952.9
LLaVA1.5-7B + promptN-shot=42026.078.241
(OD) Florence-2N-shot=12026.073.911.5
(OD) Grounding-DINON-shot=12026.071.25.4
LLaVA1.5-7B + promptN-shot=12026.0700
LLaVA1.5-7B + promptN-shot=82026.0704.3