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Single Object Tracking on LaSOT (test)

75.3mIoU

Qwen3-VL-235B + IPLoc-ID

Updated 23d ago

Evaluation Results

Method
Qwen3-VL-235B + IPLoc-ID 2026.07	75.3	98.6
Qwen3-VL-235B + IPLoc 2026.07	74.2	66.7
Qwen3-VL-32B + IPLoc-ID 2026.07	72.9	99.6
Qwen3-VL-32B + IPLoc 2026.07	72.8	66.7
Qwen3-VL-32B + IPLoc-ID 2026.07	72.3	98.5
Qwen3-VL-235B + IPLoc-ID 2026.07	71.8	98.2
Qwen3-VL-32B + IPLoc 2026.07	71.6	66.7
Qwen3-VL-8B + IPLoc-ID 2026.07	71.4	99.3
Qwen3-VL-8B + IPLoc 2026.07	71.1	66.7
Qwen3-VL-235B + IPLoc 2026.07	70.4	66.7
Qwen3-VL-32B + IPLoc 2026.07	70.2	66.7
Qwen3-VL-32B + IPLoc-ID 2026.07	70.1	96.8
Qwen3-VL-8B + IPLoc-ID 2026.07	69.8	98.2
Qwen3-VL-8B + IPLoc 2026.07	69.4	66.7
Qwen3-VL-235B + IPLoc 2026.07	69.1	66.7
Qwen3-VL-235B + IPLoc-ID 2026.07	68.6	96.7
Qwen3-VL-8B + IPLoc 2026.07	67.5	66.7
Qwen3-VL-8B + IPLoc-ID 2026.07	67.3	97.3
Qwen3-VL-235B + IPLoc-ID 2026.07	65.2	95.6
Qwen3-VL-32B + IPLoc 2026.07	65	66.8
Qwen3-VL-235B + IPLoc 2026.07	64.6	66.5
(FSOD) No-Time-To-Train 2026.07	64.4	66.3
Qwen3-VL-32B + IPLoc-ID 2026.07	63.9	95
Qwen3-VL-8B + IPLoc-ID 2026.07	63.7	92.4
Qwen3-VL-8B + IPLoc 2026.07	63.2	66.7
(FSOD) No-Time-To-Train 2026.07	62.7	65.7
(FSOD) No-Time-To-Train 2026.07	61.8	66
(FSOD) VFM 2026.07	61.7	66.2
(FSOD) No-Time-To-Train 2026.07	61.7	65.7
(FSOD) VFM 2026.07	60.5	65.6
(FSOD) VFM 2026.07	60.1	66.5
(FSOD) VFM 2026.07	59.3	66.5
Qwen3-VL-235B 2026.07	58.8	93.5
Qwen3-VL-32B 2026.07	58.5	92.7
Qwen3-VL-235B 2026.07	58.4	88.4
Qwen2-VL-7B + IPLoc 2026.07	58	66.7
Qwen2-VL-7B + IPLoc-ID 2026.07	58	98.5
Qwen3-VL-32B 2026.07	57.2	88.3
Qwen2-VL-7B + IPLoc-ID 2026.07	57.1	97.3
Qwen2-VL-7B + IPLoc 2026.07	56.1	66.7
Qwen3-VL-32B 2026.07	56.1	88.9
Qwen3-VL-235B 2026.07	56.1	84
Qwen3-VL-8B 2026.07	55.9	77.1
Qwen3-VL-8B 2026.07	55.8	77.9
Qwen3-VL-8B 2026.07	55.2	81
IPLoc 7B (official) 2026.07	54.1	66.3
Qwen3-VL-32B 2026.07	54.1	83.5
Qwen2-VL-7B + IPLoc 2026.07	53.6	66.6
Qwen2-VL-7B + IPLoc-ID 2026.07	53.5	96.3
IPLoc 7B (official) 2026.07	52.9	66.3
IPLoc 7B (official) 2026.07	52.7	65.9
IPLoc 7B (official) 2026.07	51.5	65.2
Qwen3-VL-8B 2026.07	51.1	74.6
Qwen2-VL-7B + IPLoc-ID 2026.07	50.3	94.3
Qwen2-VL-7B + IPLoc 2026.07	50.1	66.7
Gemma3-12B + IPLoc-ID 2026.07	45	94.6
Gemma3-12B + IPLoc 2026.07	44.4	66.6
Gemma3-12B + IPLoc-ID 2026.07	44.2	93.9
Qwen3-VL-235B 2026.07	43	86.6
Gemma3-12B + IPLoc-ID 2026.07	42.2	92
Gemma3-12B + IPLoc 2026.07	40.6	66.6
Gemma3-12B + IPLoc 2026.07	39.5	66.6
Gemma3-12B + IPLoc-ID 2026.07	38.2	92.9
Gemma3-12B + IPLoc 2026.07	37.7	66.7
Qwen2-VL-7B 2026.07	31.9	48.8
(OD) Florence-2 2026.07	30.6	51.1
Qwen2-VL-7B 2026.07	30.6	48.9
Qwen2-VL-7B 2026.07	29.7	42.6
Qwen2-VL-7B 2026.07	24.7	58.4
(OD) Grounding-DINO 2026.07	22.2	41.6
Gemma3-12B (+ prompt) 2026.07	20.9	79.5
Gemma3-12B (+ prompt) 2026.07	18.5	84.3
LLaVA1.5-7B + prompt 2026.07	15.9	62.4
Gemma3-12B (+ prompt) 2026.07	14	53.5
Gemma3-12B (+ prompt) 2026.07	13.9	86.9
LLaVA1.5-7B + prompt 2026.07	11.1	52.4
LLaVA1.5-7B + prompt 2026.07	0.5	6.5
LLaVA1.5-7B + prompt 2026.07	0	1.4