Emotion-fas-Sabri
Task Identifier: emotion-2021-sabri-fas
Cluster: Emotion Recognition
Data Type: fas
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Zero-shot Chatgpt
28.5941
2
Zero-shot Chatgpt with translated prompts
27.9352
3
Finetuned LMs InfoDCL
26.2104
4
Finetuned LMs XLM-Twitter
24.7268
5
Finetuned LMs TwHIN-BERT
23.9558
6
Finetuned LMs XLM-RoBERTa-Large
23.8307
7
Finetuned LMs mBERT
21.4871
8
Finetuned LMs XLM-RoBERTa-Base
21.3169
9
Finetuned LMs Bernice
21.1493
10
Baseline Random
20.2662
11
five-shot in-context learning mT0-XL
16.8477
12
three-shot in-context learning mT0-XL
14.8649
13
Zero-shot mT0-XL
14.0298
14
five-shot in-context learning Vicuna-7B
12.4934
15
three-shot in-context learning mT5-XL
12.3672
16
Zero-shot Alpaca-7B
12.2575
17
three-shot in-context learning LLaMA-7B
12.0895
18
Zero-shot BLOOMZ-P3-7B
11.9996
19
five-shot in-context learning LLaMA-7B
11.6201
20
three-shot in-context learning Vicuna-7B
11.4631
21
Zero-shot BLOOMZ-7B
11.1498
22
five-shot in-context learning mT5-XL
10.4531
23
five-shot in-context learning BLOOMZ-P3-7B
10.1346
24
three-shot in-context learning BLOOMZ-P3-7B
8.84482
25
five-shot in-context learning BLOOM-7B
7.69082
26
Baseline Majority
6.79858
27
Zero-shot mT5-XL
6.59223
28
three-shot in-context learning BLOOM-7B
5.67204
29
Zero-shot Bactrian-BLOOM
5.24217
30
Zero-shot BLOOM-7B
5.22766
31
Zero-shot LLaMA-7B
5.13013
32
Zero-shot Bactrian-LLaMA-7B
4.70824
33
Zero-shot Vicuna-7B
4.46972