SOTAVerified|Agents Browse Leaderboard About

Generalized Few-Shot Learning

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–13 of 13 papers

Title	Date	Tasks	Status	Hype
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders	Jun 1, 2019	Few-Shot LearningGeneralized Few-Shot Learning	CodeCode Available	0
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection	Oct 6, 2020	Few-Shot LearningGeneralized Few-Shot Learning	CodeCode Available	0
Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection	Dec 14, 2021	Few-Shot LearningGeneralized Few-Shot Learning	CodeCode Available	0

Show:10 25 50

← PrevPage 2 of 2Next →

All datasets AwA2 CUB SUN

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MVCN	Per-Class Accuracy (1-shot)	69.9	—	Unverified
2	CADA-VAE	Per-Class Accuracy (1-shot)	69.6	—	Unverified
3	DA-VAE	Per-Class Accuracy (1-shot)	68	—	Unverified
4	DRAGON	Per-Class Accuracy (1-shot)	67.1	—	Unverified
5	CA-VAE	Per-Class Accuracy (1-shot)	64	—	Unverified
6	REVISE	Per-Class Accuracy (1-shot)	56.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MVCN	Per-Class Accuracy (1-shot)	57.3	—	Unverified
2	CADA-VAE	Per-Class Accuracy (1-shot)	55.2	—	Unverified
3	CA-VAE	Per-Class Accuracy (1-shot)	50.6	—	Unverified
4	DA-VAE	Per-Class Accuracy (1-shot)	49.2	—	Unverified
5	REVISE	Per-Class Accuracy (1-shot)	36.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DRAGON	Per-Class Accuracy (1-shot)	41	—	Unverified
2	DA-VAE	Per-Class Accuracy (1-shot)	40.6	—	Unverified
3	CADA-VAE	Per-Class Accuracy (1-shot)	37.8	—	Unverified
4	CA-VAE	Per-Class Accuracy (1-shot)	37.8	—	Unverified
5	REVISE	Per-Class Accuracy (1-shot)	27.4	—	Unverified