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Visual Object Tracking on LaSOText (test)

60.9AUC

SAM2.1++

Updated 4d ago

Evaluation Results

Method
SAM2.1++ 2024.11	60.9	-	-	-
SAM2.1 2024.11	56.9	-	-	-
LORAT 2024.11	56.6	-	-	-
LoRAT-L378 2024.12	56.6	-	65.1	69
LORAT 2024.12	56.6	-	65.1	69
MCITrack-L384 2024.12	55.7	-	62.9	66.5
MCITrack-L224 2024.12	54.8	-	61.6	65.6
MCITrack-B224 2024.12	54.6	-	62.1	65.7
UNINEXT 2024.12	54.4	-	61.4	61.8
SUTrack 2024.12	54	-	61.7	65.3
ODTrack 2024.11	53.9	-	-	-
ODTrack-L384 2024.12	53.9	-	61.7	65.4
ODTrack 2024.12	53.9	-	61.7	65.4
SUTrack 2024.12	53.6	-	60.5	64.2
ARTrackV2-L384 2024.12	53.4	-	60.2	63.7
ARTrackV2 2024.12	53.4	-	60.2	63.7
SUTrack 2024.12	53.1	-	60.5	64.2
LORAT 2024.12	53.1	-	60.6	64.8
SUTrack 2024.12	52.9	-	60.1	63.6
ARTrackV2 2024.12	52.9	-	59.1	63.4
ARTrack-L384 2024.12	52.8	-	59.7	62.9
ARTrack 2024.12	52.8	-	59.7	62.9
AQATrack-384 2024.03	52.7	-	60.8	64.2
DropTrack 2024.11	52.7	-	-	-
DropTrack 2024.12	52.7	-	60.2	63.9
MCITrack-S224 2024.12	52.6	-	59.7	63.6
ODTrack-B384 2024.12	52.4	-	60.1	63.9
ODTrack 2024.12	52.4	-	60.1	63.9
ARTrack-384 2024.03	51.9	-	58.5	62
ARTrack 2024.12	51.9	-	58.5	62
MCITrack-T224 2024.12	51.6	-	58.4	62.7
ROMTrack-384 2024.03	51.3	-	58.6	62.4
ROMTrack 2024.11	51.3	-	-	-
ROMTrack-384 2024.12	51.3	-	58.6	62.4
ROMTrack 2024.12	51.3	-	58.6	62.4
AQATrack-256 2024.03	51.2	-	58.9	62.2
AQATrack-256 2024.12	51.2	-	58.9	62.2
AQATrack 2024.12	51.2	-	58.9	62.2
F-BDMTrack-384 2024.03	50.8	-	57.8	61.3
ARTrackV2-256 2024.12	50.8	-	57.7	61.9
SeqTrack 2024.11	50.7	-	-	-
SeqTrack-L384 2024.12	50.7	-	57.5	61.6
SeqTrack 2024.12	50.7	-	57.5	61.6
OSTrack-384 2024.03	50.5	-	57.6	61.3
SeqTrack-B384 2024.03	50.5	-	57.5	61.6
OSTrack 2024.11	50.5	-	-	-
SeqTrack 2024.12	50.5	-	57.5	61.6
OSTrack 2024.12	50.5	-	57.6	61.3
LoRAT-B224 2024.12	50.3	-	57.1	61.6
SeqTrack-B256 2024.03	49.5	-	56.3	60.8
SeqTrack-B256 2024.12	49.5	-	56.3	60.8
SwinTrack-384 2024.12	49.1	-	55.6	-
SwinTrack 2024.12	49.1	-	55.6	-
ROMTrack-256 2024.03	48.9	-	55	59.3
EVPTrack-224 2024.12	48.7	-	55.1	59.5
EVPTrack 2024.12	48.7	-	55.1	59.5
KeepTrack 2024.11	48.2	-	-	-
KeepTrack 2024.12	48.2	-	-	-
F-BDMTrack-256 2024.03	47.9	-	54	57.9
AiATrack 2024.12	47.7	-	55.4	55.6
OSTrack-256 2024.03	47.4	-	53.3	57.3
OSTrack-256 2024.12	47.4	-	53.3	57.3
ARTrack-256 2024.03	46.4	-	52.3	56.5
ARTrack-256 2024.12	46.4	-	52.3	56.5
ToMP 2024.12	45.9	-	-	-
FARTracktiny 2026.02	45	-	-	-
AsymTrack-B 2026.02	44.6	-	-	-
HiT-Base 2026.02	44.1	-	-	-
FARTracknano 2026.02	43.8	-	-	-
MixformerV2 2026.02	43.6	-	-	-
AsymTrack-S 2026.02	43.3	-	-	-
AsymTrack-T 2026.02	42.5	-	-	-
FARTrackpico 2026.02	41.8	-	-	-
HiT-Small 2026.02	40.4	-	-	-
CompressTracker 2026.02	40.4	-	-	-
ECTTrack 2026.02	39.9	-	-	-
DiMP 2024.12	39.2	-	45.1	47.6
ATOM 2024.12	37.6	-	43	45.9
HiT-Tiny 2026.02	35.8	-	-	-
SiamPRN++ 2024.03	34	-	39.6	41.6
SiamPRN++ 2024.12	34	-	39.6	41.6
MDNet 2024.03	27.9	-	31.8	34.9
MDNet 2024.12	27.9	-	31.8	34.9
SiamFC 2024.03	23	-	26.9	31.1
ECO 2024.03	22	-	24	25.2
C-RPN 2021.12	-	27.5	32	-
SiamPRN++ 2021.12	-	34	39.6	-
DiMP 2021.12	-	39.2	45.1	-
LTMU 2021.12	-	41.4	47.3	-
AutoMatch 2021.12	-	37.6	43	-
KeepTrack 2021.12	-	48.2	-	-
SwinTrack-T-224 2021.12	-	47.6	53.9	-
SwinTrack-B-384 2021.12	-	49.1	55.6	-