Sentiment-pcm-Oyewusi
Task Identifier: sentiment-2020-oyewusi-pcm
Cluster: Sentiment Analysis
Data Type: pcm
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs XLM-RoBERTa-Large
69.5089
2
Finetuned LMs Bernice
68.8666
3
Finetuned LMs InfoDCL
68.8447
4
Finetuned LMs TwHIN-BERT
68.0159
5
Finetuned LMs XLM-Twitter
67.1534
6
Finetuned LMs XLM-RoBERTa-Base
66.8626
7
Finetuned LMs mBERT
65.1132
8
Zero-shot Chatgpt
52.191
9
Zero-shot BLOOMZ-P3-7B
38.9906
10
five-shot in-context learning BLOOMZ-P3-7B
34.0169
11
three-shot in-context learning BLOOMZ-P3-7B
33.9726
12
Zero-shot BLOOMZ-7B
33.625
13
Zero-shot Chatgpt with translated prompts
31.5017
14
Baseline Random
31.0949
15
three-shot in-context learning LLaMA-7B
29.4373
16
Zero-shot Bactrian-LLaMA-7B
28.9555
17
three-shot in-context learning mT0-XL
28.8508
18
five-shot in-context learning LLaMA-7B
28.7351
19
five-shot in-context learning Vicuna-7B
27.1799
20
five-shot in-context learning mT0-XL
25.3996
21
Zero-shot mT0-XL
25.2902
22
Baseline Majority
24.9628
23
Zero-shot BLOOM-7B
24.9603
24
three-shot in-context learning Vicuna-7B
24.4268
25
three-shot in-context learning BLOOM-7B
24.1588
26
Zero-shot Bactrian-BLOOM
23.0086
27
five-shot in-context learning BLOOM-7B
18.3314
28
Zero-shot Vicuna-7B
15.9285
29
Zero-shot Alpaca-7B
15.1718
30
three-shot in-context learning mT5-XL
14.6795
31
five-shot in-context learning mT5-XL
13.1684
32
Zero-shot LLaMA-7B
8.99758
33
Zero-shot mT5-XL
8.18713