Emotion-eng-Mohammad
Task Identifier: emotion-2018-mohammad-eng
Cluster: Emotion Recognition
Data Type: eng
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs TwHIN-BERT
81.4713
2
Finetuned LMs InfoDCL
81.3743
3
Finetuned LMs Bernice
80.8555
4
Finetuned LMs XLM-RoBERTa-Large
79.9946
5
Finetuned LMs XLM-Twitter
79.41
6
Finetuned LMs XLM-RoBERTa-Base
78.3015
7
Zero-shot Chatgpt with translated prompts
74.4423
8
Zero-shot Chatgpt
74.4423
9
Finetuned LMs mBERT
70.8967
10
three-shot in-context learning Vicuna-7B
68.8001
11
five-shot in-context learning Vicuna-7B
67.6229
12
three-shot in-context learning LLaMA-7B
64.5026
13
five-shot in-context learning LLaMA-7B
63.1473
14
Zero-shot Alpaca-7B
59.7136
15
Zero-shot mT0-XL
47.5664
16
five-shot in-context learning mT0-XL
39.8316
17
three-shot in-context learning mT0-XL
37.941
18
five-shot in-context learning BLOOM-7B
36.7695
19
three-shot in-context learning BLOOM-7B
35.3269
20
Zero-shot Bactrian-BLOOM
30.9999
21
Zero-shot BLOOMZ-P3-7B
29.7048
22
five-shot in-context learning BLOOMZ-P3-7B
26.4664
23
Zero-shot Vicuna-7B
25.1549
24
three-shot in-context learning BLOOMZ-P3-7B
24.4326
25
Baseline Random
24.4126
26
Zero-shot Bactrian-LLaMA-7B
24.3817
27
three-shot in-context learning mT5-XL
17.9725
28
five-shot in-context learning mT5-XL
17.1746
29
Zero-shot BLOOM-7B
16.4835
30
Zero-shot LLaMA-7B
15.7712
31
Zero-shot mT5-XL
15.508
32
Baseline Majority
14.098
33
Zero-shot BLOOMZ-7B
9.62767