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Activity Classification on MOMA Activities (meta-test)

97.9AccuracyName Tuning
75.0280.9686.992.84Jun 3, 2024

Evaluation results

MethodLinks
Name TuningMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0697.9
Name TuningMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0697.9
Linear ProbeMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0696.1
Linear ProbeMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0696.1
VL-PrototypeMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0695.9
VL-PrototypeMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0695.9
CoOpMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0695.7
CoNaMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0695.7
CoOpMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0695.7
CoNaMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0695.7
Name TuningMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0695.6
Name TuningMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.0695.6
CoNaMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0692.9
CoNaMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0692.9
CoOpMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0692.8
CoOpMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0692.8
Name TuningMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0692.7
Name TuningMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0692.7
VL-PrototypeMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0692.3
VL-PrototypeMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0692.3
OTAMMeta-training Free=false, Protocol=5-shot 5-way2024.0692.07
OTAMMeta-training Free=false, Protocol=5-shot 5-way2024.0692.07
CoNaMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0690
CoNaMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0690
CoOpMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0688.6
CoOpMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0688.6
Linear ProbeMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0687.4
Linear ProbeMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0687.4
VL-PrototypeMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0686.5
VL-PrototypeMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.0686.5
CMNMeta-training Free=false, Protocol=5-shot 5-way2024.0686.3
CMNMeta-training Free=false, Protocol=5-shot 5-way2024.0686.3
Linear ProbeMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0675.9
Linear ProbeMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.0675.9