| Various Artists
60's Rock
03: Little Anthony And The Imperials - Goin' Out Of My Head
| | Realistic USA | 51-5007 | 1984 | CD Album | 0 | | |
| Various Artists
Back To The 60s
08: Little Anthony And The Imperials - Goin' Out Of My Head
| | K-tel USA | BU 7723 | 1986 | CD Album | 0 | | |
| Various Artists
Rock 'n Roll Hits Of The 50's Volume 2
14: Little Anthony And The Imperials - Tears On My Pillow
| | Roulette USA | RCD 58002 | 1986 | CD Album | 0 | | |
| Various Artists
Rock 'n Roll Hits Of The 50's Volume 4
09: Little Anthony And The Imperials - Two People In The World
| | Roulette USA | RCD 58006 | 1986 | CD Album | 0 | | |
| Various Artists
The Rock 'N' Roll Era - 1964
20: Little Anthony And The Imperials - Goin' Out Of My Head
| | Time-Life Music USA | 2RNR-10 | 1987 | CD Album | 1 | | |
| Various Artists
The Rock 'n' Roll Era – 1964
20: Little Anthony And The Imperials - Goin' Out Of My Head
| | Time-Life Music USA | 2RNR-10 | 1987 | CD Album | 1 | | |
| Various Artists
Senior Prom
2-01: Little Anthony And The Imperials - Tears On My Pillow
| | Warner Special Products USA | OPCD-4508 | 1987 | Double CD | 0 | | |
| Various Artists
Hit-Diary, Vol. 8: 1965
13: Little Anthony And The Imperials - Hurt So Bad
| | Chartbreaker Germany | 111.30008 | 1988 | CD Album | 1 | | |
| Various Artists
Suffolk Marketing, Inc., Presents 50 Romantic Records (Disc 2)
07: Little Anthony And The Imperials - Goin' Out Of My Head
| | Warner Special Products USA | OPCD-1563 | 1988 | CD Album | 0 | | |
| Various Artists
The Rock 'n' Roll Era – 1960: Still Rockin'
09: Little Anthony And The Imperials - Shimmy, Shimmy Ko-Ko-Bop
| | Time-Life Music USA | 2RNR-22 | 1989 | CD Album | 0 | | |
| Various Artists
16 All-Time Memories 4
09: Little Anthony And The Imperials - Tears On My Pillow
| | All-Time Music Europe | ATM 018 | 1989 | CD Album | 1 | | |
| Various Artists
Nostàlgia '60 '69
3-07: Little Anthony And The Imperials - Goin' Out Of My Head
| | Fonit Cetra Italy | CD78594 | 1989 | CD Box Set | 0 | | |
| Various Artists
Billboard Top R&B Hits - 1958
04: Little Anthony And The Imperials - Tears On My Pillow
| | Rhino USA | R2 70644 | 1989 | CD Album | 1 | | |
| Various Artists
Classic Rock – 1965: Blowin' Your Mind
22: Little Anthony And The Imperials - Hurt So Bad
| | Time-Life Music USA | 2CLR-23 | 1990 | CD Album | 0 | | |
| Various Artists
Bop Rock 'N' Roll
05: Little Anthony And The Imperials - Shimmy, Shimmy, Ko-Ko-Bop
| | CBS Special Products USA | A21550 | 1990 | CD Album | 0 | | |
| Various Artists
16 All-Time Summer Hits 3
01: Little Anthony And The Imperials - Tears On My Pillow
| | All-Time Music Europe | ATM 053 | 1990 | CD Album | 0 | | |
| Various Artists
Rock ´N´ Roll Music - Doo Wop Ohne Hip Hop
12: Little Anthony And The Imperials - Tears On My Pillow
| | Big Beat Germany | STA 90102 | 1990 | CD Album | 0 | | |
| Various Artists
AM Gold • 1964
05: Little Anthony And The Imperials - Goin' Out Of My Head
| | Time-Life Music USA | AM1-11 | 1991 | CD Album | 2 | | |
| Various Artists
The Rock 'N' Roll Era - 1958 Still Rockin'
16: Little Anthony And The Imperials - Tears On My Pillow
| | Time-Life Music Australia | RRC-E17 | 1991 | CD Album | 0 | | |
| Various Artists
Don't Stop Doo Wop
14: Little Anthony And The Imperials - Tears On My Pillow
| | Telstar UK | TCD 2485 | Apr 1991 | CD Album | 0 | | |
| Various Artists
EMI Legends Of Rock N' Roll: 24 Greatest Hits Of All Time
09: Little Anthony And The Imperials - Goin' Out Of My Head
| | EMI USA | CDP-7-96268-2 | 4 Jun 1991 | CD Album | 1 | | |
| Various Artists
Play That American Jukebox
2-19: Little Anthony And The Imperials - Tears On My Pillow
| | Music For Pleasure UK | CD-DL 1212 | Nov 1991 | Double CD | 0 | | |
| Various Artists
The Rock 'n' Roll Era - 1958
06: Little Anthony And The Imperials - Tears On My Pillow
| | Time-Life Music USA | 2RNR-05 | 1992 | CD Album | 0 | | |
| Various Artists
AM Gold • Mid-'60s Classics
11: Little Anthony And The Imperials - Hurt So Bad
| | Time-Life Music USA | AM1-16 | 1992 | CD Album | 3 | | |
| Various Artists
The Ultimate Doo Wop Collection
12: Little Anthony And The Imperials - Tears On My Pillow
| | Sequel UK | NEM CD 618 | 1992 | CD Album | 0 | | |
| Various Artists
Great Love Songs Of The '50s And '60s
3-08: Little Anthony And The Imperials - Hurt So Bad
| | Time-Life Music USA | R138-13 | 1992 | CD Box Set | 0 | | |
| Various Artists
Rhythm & Blues - 1958
17: Little Anthony And The Imperials - Tears On My Pillow
| | Time-Life Music USA | RHD-16 | 1992 | CD Album | 0 | | |
| Various Artists
Super Hits: Mid '60s Classics
11: Little Anthony And The Imperials - Hurt So Bad
| | Time-Life Music USA | SUD-17 | 1992 | CD Album | 0 | | |
| Various Artists
Rock 'N' Roll Greats Volume Three
15: Little Anthony And The Imperials - Tears On My Pillow
| | Music For Pleasure UK | CD-MFP 5941 | Apr 1992 | CD Album | 0 | | |
| Various Artists
Ocean Drive, Volume III
10: Little Anthony And The Imperials - Reputation
| | Ripete USA | 2200 / S21 17343 | 1993 | CD Album | 0 | | |
| Various Artists
More Rock 'N' Roll Love Songs
09: Little Anthony And The Imperials - Two People In The World
| | Music For Pleasure UK | CD MFP 5999 | 1993 | CD Album | 0 | | |
| Various Artists
The Rock 'N' Roll Era 1958 Still Rockin'
16: Little Anthony And The Imperials - Tears On My Pillow
| | Time-Life Music Europe | TL 516/17 | 1993 | CD Album | 0 | | |
| Various Artists
A Soulful Christmas
01: Little Anthony And The Imperials - The Christmas Song 09: Little Anthony And The Imperials - Winter Wonderland
| | LaserLight USA | 12 248 | 1994 | CD Album | 0 | | |
| Various Artists
Remember Then... 30 Original Doo-Wop Classics
15: Little Anthony And The Imperials - Tears On My Pillow
| | PolyGram TV UK | 516 792-2 | 1994 | CD Album | 0 | | |
| Various Artists
20 American Rock 'N' Roll Greats
05: Little Anthony And The Imperials - Tears On My Pillow
| | Music For Pleasure UK | CD MFP 6132 | 1994 | CD Album | 1 | | |
| Various Artists
Spotlite On End Records Volume 3
03: Little Anthony And The Imperials - So Much
| | Collectables USA | COL-CD-5480 | 1994 | CD Album | 0 | | |
| Various Artists
The Wigan Casino Story
19: Little Anthony And The Imperials - Better Use Your Head
| | Goldmine Soul Supply UK | GSCD 51 | 1994 | CD Album | 1 | | |
| Various Artists
Battle Of The Groups
13: Little Anthony And The Imperials - I'm Allright 18: Little Anthony And The Imperials - A Prayer And A Juke Box 19: Little Anthony And The Imperials - Shimmy, Shimmy Ko-Ko Bop 24: Little Anthony And The Imperials - I'm Still In Love With You
| | Sequel UK | NEM CD 691 | 1994 | CD Album | 0 | | |
| Various Artists
Art Laboe's Dedicated To You Vol. 4
10: Little Anthony And The Imperials - Take Me Back
| | Original Sound USA | OSCD 9304 | 1994 | CD Album | 0 | | |
| Various Artists
The R&B Box: 30 Years Of Rhythm & Blues
5-15: Little Anthony And The Imperials - Hurt So Bad
| | Rhino USA | R2 71806 | 1994 | CD Box Set | 0 | | |
| Various Artists
The Doo Wop Box
4-04: Little Anthony And The Imperials - Shimmy, Shimmy, Ko-ko-bop
| | Rhino USA | R2 71463 | 17 May 1994 | CD Box Set | 1 | | |
| Various Artists
The Golden Age Of American Rock 'n' Roll, Volume 4
24: Little Anthony And The Imperials - Tears On My Pillow
| | Ace UK | CDCHD 500 | Oct 1994 | CD Album | 1 | | |
| Various Artists
Spotlite On End Records
02: Little Anthony And The Imperials - Two People In The World 05: Little Anthony And The Imperials - Wishful Thinking 10: Little Anthony And The Imperials - A Prayer And A Juke Box
| | Collectables USA | COL-CD-5481 | 25 Oct 1994 | CD Album | 1 | | |
| Various Artists
125 Golden Oldies
1-11: Little Anthony And The Imperials - Hurt So Bad 2-02: Little Anthony And The Imperials - I'm On The Outside (Looking In)
| | Coast To Coast USA | | 1995 | Multi-Disc | 0 | | |
| Various Artists
Love On The Rocks
07: Little Anthony And The Imperials - Goin' Out Of My Head
| | K-tel UK | ECD 3157 | 1995 | CD Album | 1 | | |
| Various Artists
The Twisted Wheel Story
07: Little Anthony And The Imperials - Gonna Fix You Good
| | Goldmine Soul Supply UK | GSCD66 | 1995 | CD Album | 0 | | |
| Various Artists
The Heart Of Rock 'n' Roll – 1958
19: Little Anthony And The Imperials - Tears On My Pillow
| | Time-Life Music USA | R857-04 | 1995 | CD Album | 0 | | |
| Various Artists
The Golden Age Of Rock'n'Roll - 1960
2-15: Little Anthony And The Imperials - Shimmy, Shimmy, Ko-Ko-Bop
| | Reader's Digest UK | RDCD 1231-3 | 1995 | Multi-Disc | 1 | | |
| Various Artists
The Songs Of Tommy Boyce And Bobby Hart
12: Little Anthony And The Imperials - Hurt So Bad
| | Varèse Sarabande USA | VSD-5670 | 1995 | CD Album | 0 | | |
| Various Artists
The Beach Music Anthology Box Set
4-19: Little Anthony And The Imperials - Goin' Out Of My Head
| | Ripete USA | 2392192 | 1996 | CD Box Set | 1 | | |