Sentiment-bam-Diallo
Task Identifier: sentiment-2021-diallo-bam
Cluster: Sentiment Analysis
Data Type: bam
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs InfoDCL
65.5674
2
Finetuned LMs Bernice
65.4632
3
Finetuned LMs XLM-Twitter
65.0999
4
Finetuned LMs mBERT
64.2756
5
Finetuned LMs XLM-RoBERTa-Large
63.7752
6
Finetuned LMs TwHIN-BERT
63.6916
7
Finetuned LMs XLM-RoBERTa-Base
58.4554
8
Zero-shot Chatgpt
40.2677
9
Zero-shot BLOOMZ-P3-7B
36.6997
10
Zero-shot Chatgpt with translated prompts
35.8273
11
five-shot in-context learning BLOOMZ-P3-7B
32.4286
12
Zero-shot BLOOMZ-7B
31.5404
13
three-shot in-context learning BLOOMZ-P3-7B
30.7114
14
Baseline Random
27.6127
15
three-shot in-context learning mT0-XL
27.2243
16
five-shot in-context learning LLaMA-7B
26.0078
17
five-shot in-context learning mT0-XL
25.1923
18
three-shot in-context learning LLaMA-7B
24.5672
19
Zero-shot mT0-XL
24.3056
20
Baseline Majority
24.3056
21
five-shot in-context learning BLOOM-7B
22.497
22
three-shot in-context learning BLOOM-7B
21.4364
23
Zero-shot BLOOM-7B
19.894
24
Zero-shot Bactrian-BLOOM
19.6581
25
five-shot in-context learning Vicuna-7B
19.6358
26
Zero-shot Bactrian-LLaMA-7B
16.534
27
Zero-shot LLaMA-7B
15.4695
28
three-shot in-context learning Vicuna-7B
14.433
29
Zero-shot Vicuna-7B
14.3959
30
five-shot in-context learning mT5-XL
14.3158
31
three-shot in-context learning mT5-XL
11.5688
32
Zero-shot Alpaca-7B
9.93586
33
Zero-shot mT5-XL
8.73694