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

86.9mIoU

Qwen3-VL-235B + IPLoc-ID

Updated 23d ago

Evaluation Results

Method
Qwen3-VL-235B + IPLoc-ID 2026.07	86.9	100
Qwen3-VL-235B + IPLoc 2026.07	86	66.7
Qwen3-VL-32B + IPLoc-ID 2026.07	85.4	99.7
Qwen3-VL-32B + IPLoc 2026.07	84.2	66.7
Qwen3-VL-8B + IPLoc 2026.07	83.6	66.7
Qwen3-VL-8B + IPLoc-ID 2026.07	82.8	99.7
Qwen3-VL-235B + IPLoc 2026.07	80.6	66.8
Qwen3-VL-32B + IPLoc 2026.07	79.6	66.7
Qwen3-VL-235B + IPLoc-ID 2026.07	79.5	97.4
Qwen3-VL-235B + IPLoc-ID 2026.07	79.5	93.5
Qwen3-VL-8B + IPLoc 2026.07	78.6	66.7
Qwen3-VL-8B + IPLoc-ID 2026.07	78.5	97.3
Qwen3-VL-235B + IPLoc 2026.07	78.5	66.7
Qwen3-VL-32B + IPLoc-ID 2026.07	77.7	98.2
Qwen3-VL-8B + IPLoc-ID 2026.07	77.2	96.7
Qwen3-VL-8B + IPLoc 2026.07	77.1	66.7
(FSOD) No-Time-To-Train 2026.07	76.9	67.2
(FSOD) No-Time-To-Train 2026.07	76.9	67
(FSOD) No-Time-To-Train 2026.07	76.8	67
(FSOD) VFM 2026.07	76.4	96
Qwen3-VL-235B + IPLoc-ID 2026.07	76.4	100
Qwen3-VL-8B + IPLoc 2026.07	76.3	66.7
(FSOD) No-Time-To-Train 2026.07	76.2	67.2
Qwen3-VL-32B + IPLoc 2026.07	75.6	66.4
Qwen3-VL-8B + IPLoc-ID 2026.07	74.7	94.3
Qwen3-VL-32B + IPLoc-ID 2026.07	74.2	98.6
Qwen3-VL-32B + IPLoc 2026.07	73.8	66.8
Qwen3-VL-32B + IPLoc-ID 2026.07	73.8	99.3
Qwen3-VL-235B 2026.07	73.7	92.9
(FSOD) VFM 2026.07	73.6	94.6
Qwen3-VL-235B + IPLoc 2026.07	73.6	66.7
(FSOD) VFM 2026.07	71.7	94.6
Qwen3-VL-32B 2026.07	69.3	94.9
Qwen3-VL-8B 2026.07	69	98.3
Qwen3-VL-32B 2026.07	68.6	94.7
(FSOD) VFM 2026.07	68	94.2
Qwen3-VL-8B 2026.07	67.6	98.5
Qwen3-VL-32B 2026.07	67.1	95.6
Qwen3-VL-235B 2026.07	67.1	91.6
Qwen3-VL-32B 2026.07	66.8	98.3
Qwen3-VL-8B 2026.07	66.7	96.7
Qwen3-VL-8B 2026.07	64.9	98.9
Qwen2-VL-7B + IPLoc-ID 2026.07	64.3	99.7
Qwen2-VL-7B + IPLoc 2026.07	63.4	66.7
Qwen3-VL-235B 2026.07	62.5	91.5
Qwen3-VL-235B 2026.07	61.6	95.1
Gemma3-12B + IPLoc-ID 2026.07	60.7	97.2
IPLoc 7B (official) 2026.07	58.7	66.8
Gemma3-12B + IPLoc 2026.07	57.2	66.7
Qwen2-VL-7B + IPLoc-ID 2026.07	57	94.4
Qwen2-VL-7B + IPLoc 2026.07	55.8	66.7
Gemma3-12B + IPLoc-ID 2026.07	53.4	94
Qwen2-VL-7B + IPLoc-ID 2026.07	53.2	94.9
Qwen2-VL-7B + IPLoc 2026.07	52.7	66.7
IPLoc 7B (official) 2026.07	51.6	66.8
Gemma3-12B + IPLoc 2026.07	51.1	66.6
Gemma3-12B + IPLoc 2026.07	50.4	66.7
Gemma3-12B + IPLoc-ID 2026.07	50.4	94.2
Gemma3-12B + IPLoc-ID 2026.07	50.4	91
IPLoc 7B (official) 2026.07	50.1	67.7
Qwen2-VL-7B + IPLoc 2026.07	49.7	66.7
Qwen2-VL-7B + IPLoc-ID 2026.07	49.6	97
Gemma3-12B + IPLoc 2026.07	48.5	66.7
IPLoc 7B (official) 2026.07	48.1	67.5
Qwen2-VL-7B 2026.07	43.4	66.9
Gemma3-12B (+ prompt) 2026.07	29.5	75.1
Qwen2-VL-7B 2026.07	27.4	41.4
Qwen2-VL-7B 2026.07	23.5	60.2
Gemma3-12B (+ prompt) 2026.07	23.4	89.9
Qwen2-VL-7B 2026.07	23.1	73.1
Gemma3-12B (+ prompt) 2026.07	20.1	96.6
Gemma3-12B (+ prompt) 2026.07	19.8	92.2
LLaVA1.5-7B + prompt 2026.07	13.9	52.9
LLaVA1.5-7B + prompt 2026.07	8.2	41
(OD) Florence-2 2026.07	3.9	11.5
(OD) Grounding-DINO 2026.07	1.2	5.4
LLaVA1.5-7B + prompt 2026.07	0	0
LLaVA1.5-7B + prompt 2026.07	0	4.3