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


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs XLM-RoBERTa-Large
85.0011
2
Finetuned LMs XLM-Twitter
84.6881
3
Finetuned LMs Bernice
84.0981
4
Finetuned LMs InfoDCL
83.289
5
Finetuned LMs XLM-RoBERTa-Base
83.1892
6
Finetuned LMs TwHIN-BERT
83.1294
7
Zero-shot Chatgpt
80.5659
8
Finetuned LMs mBERT
72.9299
9
Zero-shot Chatgpt with translated prompts
71.637
10
five-shot in-context learning Vicuna-7B
57.6884
11
three-shot in-context learning Vicuna-7B
56.4951
12
five-shot in-context learning LLaMA-7B
48.51
13
three-shot in-context learning LLaMA-7B
47.0997
14
five-shot in-context learning mT0-XL
41.6162
15
Zero-shot Alpaca-7B
41.1603
16
three-shot in-context learning mT0-XL
35.3923
17
Zero-shot mT0-XL
35.3169
18
Zero-shot Bactrian-LLaMA-7B
32.9106
19
three-shot in-context learning BLOOM-7B
27.4353
20
five-shot in-context learning BLOOM-7B
26.7099
21
Zero-shot LLaMA-7B
26.1778
22
Zero-shot Vicuna-7B
25.852
23
Zero-shot BLOOMZ-7B
23.1543
24
Baseline Random
22.9795
25
Zero-shot Bactrian-BLOOM
22.677
26
Zero-shot BLOOMZ-P3-7B
21.0674
27
Zero-shot BLOOM-7B
19.1157
28
five-shot in-context learning mT5-XL
18.2479
29
three-shot in-context learning mT5-XL
17.6437
30
five-shot in-context learning BLOOMZ-P3-7B
13.4983
31
three-shot in-context learning BLOOMZ-P3-7B
13.095
32
Zero-shot mT5-XL
12.7007
33
Baseline Majority
11.9475